DataFrame
NO COMPARISON TARGET
36384
ROWS
0
DUPLICATES
25.4 MB
RAM
69
FEATURES
39
CATEGORICAL
30
NUMERICAL
0
TEXT
2.1.3
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
Unnamed: 0
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
36,384
(100%)
ZEROES:
1
(<1%)
MAX
52,441
95%
49,781
Q3
39,388
AVG
26,238
MEDIAN
26,212
Q1
13,103
5%
2,589
MIN
0
RANGE
52,441
IQR
26,285
STD
15,164
VAR
230.0M
KURT.
-1.21
SKEW
-0.002
SUM
954.6M
2
parcelid
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
36,328
(>99%)
ZEROES:
---
MAX
163.0M
95%
17.2M
Q3
14.1M
AVG
13.0M
MEDIAN
12.6M
Q1
11.5M
5%
10.9M
MIN
10.7M
RANGE
152.2M
IQR
2.6M
STD
2.3M
VAR
5.5T
KURT.
1,825
SKEW
29.0
SUM
472.1B
3
bathroomcnt
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
13
(<1%)
ZEROES:
---
MAX
7.00
95%
4.00
Q3
3.00
AVG
2.27
MEDIAN
2.00
Q1
2.00
5%
1.00
MIN
1.00
RANGE
6.00
IQR
1.00
STD
0.959
VAR
0.920
KURT.
2.06
SKEW
1.05
SUM
82,738
4
bedroomcnt
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
5
calculatedfinishedsquarefeet
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
4,172
(11%)
ZEROES:
---
MAX
9,848
95%
3,632
Q3
2,276
AVG
1,887
MEDIAN
1,646
Q1
1,264
5%
894
MIN
360
RANGE
9,488
IQR
1,012
STD
907
VAR
823k
KURT.
5.25
SKEW
1.80
SUM
68.7M
6
fips
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
7
latitude
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
35,420
(97%)
ZEROES:
---
MAX
34.81
95%
34.57
Q3
34.19
AVG
34.02
MEDIAN
34.02
Q1
33.83
5%
33.60
MIN
33.34
RANGE
1.47
IQR
0.360
STD
0.272
VAR
0.074
KURT.
-0.016
SKEW
0.363
SUM
1.2M
8
longitude
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
35,578
(98%)
ZEROES:
---
MAX
-117.57
95%
-117.69
Q3
-117.93
MEDIAN
-118.15
AVG
-118.19
Q1
-118.40
5%
-118.89
MIN
-119.48
RANGE
1.90
IQR
0.467
STD
0.356
VAR
0.127
KURT.
0.532
SKEW
-0.762
SUM
-4.3M
9
lotsizesquarefeet
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
11,887
(33%)
ZEROES:
---
MAX
767k
95%
21k
Q3
9k
AVG
10k
MEDIAN
7k
Q1
6k
5%
3k
MIN
0k
RANGE
766k
IQR
3,153
STD
19,469
VAR
379.1M
KURT.
441
SKEW
17.9
SUM
352.5M
10
regionidcity
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
174
(<1%)
ZEROES:
---
MAX
397k
95%
54k
Q3
40k
AVG
34k
MEDIAN
25k
Q1
12k
5%
7k
MIN
3k
RANGE
393k
IQR
27,780
STD
49,946
VAR
2.5B
KURT.
41.3
SKEW
6.14
SUM
1.2B
11
regionidcounty
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
12
regionidzip
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
376
(1%)
ZEROES:
---
MAX
97,344
95%
97,318
Q3
96,996
AVG
96,570
MEDIAN
96,415
Q1
96,206
5%
96,024
MIN
95,982
RANGE
1,362
IQR
790
STD
423
VAR
179k
KURT.
-1.38
SKEW
0.347
SUM
3.5B
13
yearbuilt
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
130
(<1%)
ZEROES:
---
MAX
2,016
95%
2,003
Q3
1,978
AVG
1,963
MEDIAN
1,960
Q1
1,950
5%
1,924
MIN
1,880
RANGE
136
IQR
28.0
STD
22.7
VAR
515
KURT.
-0.270
SKEW
0.020
SUM
71.4M
14
structuretaxvaluedollarcnt
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
27,282
(75%)
ZEROES:
---
MAX
3.1M
95%
0.5M
Q3
0.2M
AVG
0.2M
MEDIAN
0.1M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
3.1M
IQR
143k
STD
192k
VAR
36.8B
KURT.
24.4
SKEW
3.82
SUM
6.7B
15
taxvaluedollarcnt
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
28,359
(78%)
ZEROES:
---
MAX
5.0M
95%
1.4M
Q3
0.6M
AVG
0.5M
MEDIAN
0.4M
Q1
0.2M
5%
0.1M
MIN
0.0M
RANGE
5.0M
IQR
415k
STD
501k
VAR
250.6B
KURT.
14.9
SKEW
3.16
SUM
18.0B
16
landtaxvaluedollarcnt
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
26,971
(74%)
ZEROES:
---
MAX
4.8M
95%
0.9M
Q3
0.4M
AVG
0.3M
MEDIAN
0.2M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
4.8M
IQR
328k
STD
360k
VAR
129.3B
KURT.
17.2
SKEW
3.31
SUM
11.3B
17
taxamount
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
35,580
(98%)
ZEROES:
---
MAX
72,122
95%
16,542
Q3
7,206
AVG
6,018
MEDIAN
4,581
Q1
2,639
5%
988
MIN
49
RANGE
72,073
IQR
4,567
STD
5,788
VAR
33.5M
KURT.
15.6
SKEW
3.21
SUM
219.0M
18
county
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
19
age
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
130
(<1%)
ZEROES:
---
MAX
137
95%
93
Q3
67
MEDIAN
57
AVG
54
Q1
39
5%
14
MIN
1
RANGE
136
IQR
28.0
STD
22.7
VAR
515
KURT.
-0.270
SKEW
-0.020
SUM
2.0M
20
age_bin
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
255
(<1%)
MAX
0.933
95%
0.666
Q3
0.466
MEDIAN
0.400
AVG
0.390
Q1
0.266
5%
0.133
MIN
0.000
RANGE
0.933
IQR
0.200
STD
0.154
VAR
0.024
KURT.
-0.184
SKEW
-0.055
SUM
14,184
21
taxrate
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
36,274
(>99%)
ZEROES:
---
MAX
9.81
95%
1.90
Q3
1.36
AVG
1.32
MEDIAN
1.23
Q1
1.16
5%
1.04
MIN
0.01
RANGE
9.80
IQR
0.201
STD
0.353
VAR
0.124
KURT.
81.7
SKEW
6.17
SUM
48,157
22
acres
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
11,887
(33%)
ZEROES:
---
MAX
17.6
95%
0.5
Q3
0.2
AVG
0.2
MEDIAN
0.2
Q1
0.1
5%
0.1
MIN
0.0
RANGE
17.6
IQR
0.072
STD
0.447
VAR
0.200
KURT.
441
SKEW
17.9
SUM
8,092
23
acres_bin
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
24
sqft_bin
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
25
structure_dollar_per_sqft
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
36,198
(>99%)
ZEROES:
---
MAX
1,444
95%
177
Q3
112
AVG
89
MEDIAN
81
Q1
55
5%
26
MIN
0
RANGE
1,444
IQR
57.5
STD
56.0
VAR
3,132
KURT.
50.4
SKEW
4.01
SUM
3.2M
26
structure_dollar_sqft_bin
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
27
land_dollar_per_sqft
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
36,229
(>99%)
ZEROES:
---
MAX
1,605
95%
150
Q3
59
AVG
47
MEDIAN
30
Q1
9
5%
3
MIN
0
RANGE
1,604
IQR
49.9
STD
66.6
VAR
4,430
KURT.
73.3
SKEW
6.07
SUM
1.7M
28
lot_dollar_sqft_bin
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
29
bath_bed_ratio
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
45
(<1%)
ZEROES:
---
MAX
3.00
95%
1.00
Q3
0.80
AVG
0.69
MEDIAN
0.67
Q1
0.50
5%
0.33
MIN
0.20
RANGE
2.80
IQR
0.300
STD
0.233
VAR
0.054
KURT.
3.07
SKEW
1.06
SUM
25,282
30
cola
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
31
logerror_bins
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
32
baseline
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
33
scaled_latitude
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
35,420
(97%)
ZEROES:
1
(<1%)
MAX
1.00
95%
0.84
Q3
0.57
AVG
0.46
MEDIAN
0.46
Q1
0.33
5%
0.17
MIN
0.00
RANGE
1.00
IQR
0.245
STD
0.185
VAR
0.034
KURT.
-0.016
SKEW
0.363
SUM
16,792
34
scaled_longitude
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
35,578
(98%)
ZEROES:
1
(<1%)
MAX
1.00
95%
0.94
Q3
0.81
MEDIAN
0.70
AVG
0.67
Q1
0.57
5%
0.31
MIN
0.00
RANGE
1.00
IQR
0.245
STD
0.187
VAR
0.035
KURT.
0.532
SKEW
-0.762
SUM
24,512
35
scaled_bathroomcnt
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
13
(<1%)
ZEROES:
6,696
(18%)
MAX
1.000
95%
0.500
Q3
0.333
AVG
0.212
MEDIAN
0.167
Q1
0.167
5%
0.000
MIN
0.000
RANGE
1.000
IQR
0.167
STD
0.160
VAR
0.026
KURT.
2.06
SKEW
1.05
SUM
7,726
36
scaled_taxrate
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
36,274
(>99%)
ZEROES:
1
(<1%)
MAX
1.00
95%
0.19
Q3
0.14
AVG
0.13
MEDIAN
0.12
Q1
0.12
5%
0.11
MIN
0.00
RANGE
1.00
IQR
0.021
STD
0.036
VAR
0.001
KURT.
81.7
SKEW
6.17
SUM
4,881
37
scaled_bedroomcnt
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
38
scaled_lotsizesquarefeet
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
11,887
(33%)
ZEROES:
1
(<1%)
MAX
1.00
95%
0.03
Q3
0.01
AVG
0.01
MEDIAN
0.01
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.004
STD
0.025
VAR
6.45e-4
KURT.
441
SKEW
17.9
SUM
449
39
scaled_age
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
130
(<1%)
ZEROES:
1
(<1%)
MAX
1.00
95%
0.68
Q3
0.49
MEDIAN
0.41
AVG
0.39
Q1
0.28
5%
0.10
MIN
0.00
RANGE
1.00
IQR
0.206
STD
0.167
VAR
0.028
KURT.
-0.270
SKEW
-0.020
SUM
14,195
40
scaled_acres
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
11,887
(33%)
ZEROES:
1
(<1%)
MAX
1.00
95%
0.03
Q3
0.01
AVG
0.01
MEDIAN
0.01
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.004
STD
0.025
VAR
6.45e-4
KURT.
441
SKEW
17.9
SUM
449
41
scaled_bath_bed_ratio
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
45
(<1%)
ZEROES:
19
(<1%)
MAX
1.00
95%
0.29
Q3
0.21
AVG
0.18
MEDIAN
0.17
Q1
0.11
5%
0.05
MIN
0.00
RANGE
1.00
IQR
0.107
STD
0.083
VAR
0.007
KURT.
3.07
SKEW
1.06
SUM
6,430
42
scaled_calculatedfinishedsquarefeet
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
4,172
(11%)
ZEROES:
2
(<1%)
MAX
1.000
95%
0.345
Q3
0.202
AVG
0.161
MEDIAN
0.136
Q1
0.095
5%
0.056
MIN
0.000
RANGE
1.000
IQR
0.107
STD
0.096
VAR
0.009
KURT.
5.25
SKEW
1.80
SUM
5,857
43
area_cluster
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
44
size_cluster
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
45
price_cluster
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
46
tax_cluster
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
47
area_cluster_la_newer
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
48
area_cluster_la_older
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
49
area_cluster_northwest_costal
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
50
area_cluster_palmdale_landcaster
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
51
area_cluster_santa_clarita
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
52
area_cluster_se_coast
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
53
size_cluster_1250_to_1650
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
54
size_cluster_1300_to_2000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
55
size_cluster_1500_to_1900
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
56
size_cluster_1500_to_2800
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
57
size_cluster_2300_to_4400
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
58
size_cluster_2900_to_4000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
59
size_cluster_900_to_1200
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
60
price_cluster_144000_to_355000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
61
price_cluster_34000_to_110000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
62
price_cluster_420000_to_870000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
63
price_cluster_45000_to_173000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
64
price_cluster_69000_to_210000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
65
tax_cluster_1000_to_3000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
66
tax_cluster_16000_to_22000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
67
tax_cluster_30000_to_40000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
68
tax_cluster_5000_to_6000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
69
tax_cluster_8500_to_12000
VALUES:
36,384
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Unnamed: 0
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
yearbuilt
0.02
scaled_age
-0.02
age
-0.02
age_bin
-0.02
taxrate
-0.02
scaled_taxrate
-0.02
bathroomcnt
0.01
scaled_bathroomcnt
0.01
structure_dollar_per_sqft
0.01
regionidcity
-0.01
calculatedfinishedsquarefeet
0.01
scaled_calculatedfinishedsquarefeet
0.01
land_dollar_per_sqft
0.01
structuretaxvaluedollarcnt
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
logerror_bins
0.04
structure_dollar_sqft_bin
0.03
price_cluster
0.03
size_cluster
0.03
price_cluster_420000_to_870000
0.03
sqft_bin
0.02
size_cluster_1500_to_2800
0.02
lot_dollar_sqft_bin
0.02
area_cluster
0.02
tax_cluster
0.02
acres_bin
0.02
tax_cluster_1000_to_3000
0.02
price_cluster_144000_to_355000
0.02
size_cluster_900_to_1200
0.02
MOST FREQUENT VALUES
21580
1
<0.1%
950
1
<0.1%
9057
1
<0.1%
45258
1
<0.1%
25867
1
<0.1%
49393
1
<0.1%
19755
1
<0.1%
45329
1
<0.1%
41610
1
<0.1%
14478
1
<0.1%
20168
1
<0.1%
50743
1
<0.1%
16019
1
<0.1%
26149
1
<0.1%
46839
1
<0.1%
SMALLEST VALUES
0
1
<0.1%
2
1
<0.1%
3
1
<0.1%
4
1
<0.1%
5
1
<0.1%
7
1
<0.1%
8
1
<0.1%
9
1
<0.1%
10
1
<0.1%
11
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
16
1
<0.1%
17
1
<0.1%
LARGEST VALUES
52441
1
<0.1%
52440
1
<0.1%
52439
1
<0.1%
52438
1
<0.1%
52436
1
<0.1%
52434
1
<0.1%
52433
1
<0.1%
52432
1
<0.1%
52431
1
<0.1%
52427
1
<0.1%
52426
1
<0.1%
52424
1
<0.1%
52423
1
<0.1%
52421
1
<0.1%
52420
1
<0.1%
parcelid
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
regionidzip
0.35
latitude
-0.23
scaled_latitude
-0.23
yearbuilt
0.23
age
-0.23
scaled_age
-0.23
age_bin
-0.23
scaled_taxrate
-0.17
taxrate
-0.17
calculatedfinishedsquarefeet
0.09
scaled_calculatedfinishedsquarefeet
0.09
scaled_bathroomcnt
0.09
bathroomcnt
0.09
longitude
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fips
0.72
regionidcounty
0.72
county
0.72
area_cluster
0.65
area_cluster_northwest_costal
0.49
cola
0.36
area_cluster_santa_clarita
0.33
area_cluster_se_coast
0.23
area_cluster_palmdale_landcaster
0.22
area_cluster_la_older
0.18
price_cluster
0.18
price_cluster_420000_to_870000
0.17
tax_cluster
0.13
size_cluster
0.13
MOST FREQUENT VALUES
13083743
3
<0.1%
11957553
2
<0.1%
10779619
2
<0.1%
10811539
2
<0.1%
12519794
2
<0.1%
13973642
2
<0.1%
12224279
2
<0.1%
12870253
2
<0.1%
13066981
2
<0.1%
11743374
2
<0.1%
12385712
2
<0.1%
14455319
2
<0.1%
17193966
2
<0.1%
11658743
2
<0.1%
14074415
2
<0.1%
SMALLEST VALUES
10711855
1
<0.1%
10711888
1
<0.1%
10711923
1
<0.1%
10711945
1
<0.1%
10712007
1
<0.1%
10712066
1
<0.1%
10712078
1
<0.1%
10712101
1
<0.1%
10712144
1
<0.1%
10712184
1
<0.1%
10712224
1
<0.1%
10712410
1
<0.1%
10712645
1
<0.1%
10712757
1
<0.1%
10712847
1
<0.1%
LARGEST VALUES
162960814
1
<0.1%
162960596
1
<0.1%
162960529
1
<0.1%
162960516
1
<0.1%
17300863
1
<0.1%
17300860
1
<0.1%
17300850
1
<0.1%
17300814
1
<0.1%
17300763
1
<0.1%
17300646
1
<0.1%
17300618
1
<0.1%
17300570
1
<0.1%
17300538
1
<0.1%
17300498
1
<0.1%
17300463
1
<0.1%
bathroomcnt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
scaled_bathroomcnt
1.00
calculatedfinishedsquarefeet
0.85
scaled_calculatedfinishedsquarefeet
0.85
structuretaxvaluedollarcnt
0.68
bath_bed_ratio
0.68
scaled_bath_bed_ratio
0.68
taxamount
0.55
taxvaluedollarcnt
0.55
yearbuilt
0.53
age
-0.53
scaled_age
-0.53
age_bin
-0.53
landtaxvaluedollarcnt
0.40
structure_dollar_per_sqft
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster
0.89
sqft_bin
0.84
bedroomcnt
0.64
scaled_bedroomcnt
0.64
size_cluster_900_to_1200
0.58
size_cluster_2900_to_4000
0.54
tax_cluster
0.52
area_cluster
0.39
structure_dollar_sqft_bin
0.38
size_cluster_2300_to_4400
0.37
acres_bin
0.36
tax_cluster_1000_to_3000
0.32
tax_cluster_16000_to_22000
0.30
size_cluster_1500_to_2800
0.29
MOST FREQUENT VALUES
2.0
15,467
42.5%
3.0
7,367
20.2%
1.0
6,696
18.4%
2.5
2,740
7.5%
4.0
1,478
4.1%
3.5
642
1.8%
1.5
606
1.7%
5.0
519
1.4%
4.5
463
1.3%
6.0
168
0.5%
5.5
166
0.5%
7.0
44
0.1%
6.5
28
<0.1%
SMALLEST VALUES
1.0
6,696
18.4%
1.5
606
1.7%
2.0
15,467
42.5%
2.5
2,740
7.5%
3.0
7,367
20.2%
3.5
642
1.8%
4.0
1,478
4.1%
4.5
463
1.3%
5.0
519
1.4%
5.5
166
0.5%
6.0
168
0.5%
6.5
28
<0.1%
7.0
44
0.1%
LARGEST VALUES
7.0
44
0.1%
6.5
28
<0.1%
6.0
168
0.5%
5.5
166
0.5%
5.0
519
1.4%
4.5
463
1.3%
4.0
1,478
4.1%
3.5
642
1.8%
3.0
7,367
20.2%
2.5
2,740
7.5%
2.0
15,467
42.5%
1.5
606
1.7%
1.0
6,696
18.4%
bedroomcnt
MISSING:
---
TOP CATEGORIES
3.0
16,527
45%
4.0
10,543
29%
2.0
5,783
16%
5.0
2,671
7%
1.0
409
1%
6.0
397
1%
7.0
54
<1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
bedroomcnt
PROVIDES INFORMATION ON...
baseline
1.00
scaled_bedroomcnt
1.00
size_cluster_1250_to_1650
0.33
size_cluster
0.29
size_cluster_1500_to_1900
0.24
size_cluster_1500_to_2800
0.24
size_cluster_900_to_1200
0.24
size_cluster_1300_to_2000
0.22
sqft_bin
0.15
size_cluster_2900_to_4000
0.15
area_cluster_la_older
0.09
tax_cluster_30000_to_40000
0.08
tax_cluster_16000_to_22000
0.05
area_cluster
0.04

THESE FEATURES
GIVE INFORMATION
ON bedroomcnt:
scaled_bedroomcnt
1.00
size_cluster
0.40
sqft_bin
0.24
size_cluster_1250_to_1650
0.14
size_cluster_1500_to_2800
0.09
size_cluster_900_to_1200
0.08
size_cluster_1500_to_1900
0.07
size_cluster_1300_to_2000
0.07
area_cluster
0.05
acres_bin
0.04
size_cluster_2900_to_4000
0.03
area_cluster_la_older
0.03
tax_cluster
0.03
tax_cluster_1000_to_3000
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
bedroomcnt
CORRELATION RATIO WITH...
calculatedfinishedsquarefeet
0.64
scaled_calculatedfinishedsquarefeet
0.64
scaled_bathroomcnt
0.64
bathroomcnt
0.64
structuretaxvaluedollarcnt
0.42
yearbuilt
0.42
age
0.42
scaled_age
0.42
age_bin
0.41
taxamount
0.30
taxvaluedollarcnt
0.30
regionidzip
0.22
bath_bed_ratio
0.21
scaled_bath_bed_ratio
0.21
calculatedfinishedsquarefeet
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
scaled_calculatedfinishedsquarefeet
1.00
scaled_bathroomcnt
0.85
bathroomcnt
0.85
structuretaxvaluedollarcnt
0.77
taxvaluedollarcnt
0.62
taxamount
0.62
scaled_bath_bed_ratio
0.48
bath_bed_ratio
0.48
yearbuilt
0.47
age
-0.47
scaled_age
-0.47
age_bin
-0.47
landtaxvaluedollarcnt
0.45
structure_dollar_per_sqft
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sqft_bin
0.98
size_cluster
0.84
bedroomcnt
0.64
scaled_bedroomcnt
0.64
tax_cluster
0.59
size_cluster_2900_to_4000
0.57
acres_bin
0.46
size_cluster_900_to_1200
0.43
area_cluster
0.37
structure_dollar_sqft_bin
0.36
tax_cluster_16000_to_22000
0.35
tax_cluster_1000_to_3000
0.34
size_cluster_1500_to_2800
0.34
size_cluster_2300_to_4400
0.30
MOST FREQUENT VALUES
1120.0
89
0.2%
1200.0
85
0.2%
1080.0
72
0.2%
936.0
62
0.2%
1176.0
61
0.2%
1040.0
60
0.2%
1300.0
58
0.2%
1232.0
58
0.2%
1570.0
58
0.2%
1440.0
56
0.2%
1260.0
55
0.2%
1320.0
55
0.2%
1400.0
54
0.1%
1248.0
54
0.1%
1240.0
53
0.1%
SMALLEST VALUES
360.0
2
<0.1%
378.0
1
<0.1%
380.0
1
<0.1%
384.0
1
<0.1%
400.0
2
<0.1%
404.0
1
<0.1%
411.0
1
<0.1%
418.0
1
<0.1%
440.0
4
<0.1%
441.0
1
<0.1%
442.0
1
<0.1%
448.0
2
<0.1%
455.0
1
<0.1%
456.0
2
<0.1%
458.0
2
<0.1%
LARGEST VALUES
9848.0
1
<0.1%
9660.0
1
<0.1%
9586.0
1
<0.1%
8909.0
1
<0.1%
8715.0
1
<0.1%
8615.0
1
<0.1%
8379.0
1
<0.1%
8356.0
1
<0.1%
8288.0
1
<0.1%
8240.0
1
<0.1%
8205.0
1
<0.1%
8161.0
1
<0.1%
8152.0
1
<0.1%
8146.0
1
<0.1%
8082.0
1
<0.1%
fips
MISSING:
---
TOP CATEGORIES
6037.0
23,398
64%
6059.0
9,865
27%
6111.0
3,121
9%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
fips
PROVIDES INFORMATION ON...
regionidcounty
1.00
county
1.00
baseline
1.00
area_cluster_northwest_costal
0.75
area_cluster_se_coast
0.50
area_cluster
0.32
cola
0.22
area_cluster_santa_clarita
0.16
area_cluster_la_older
0.15
area_cluster_palmdale_landcaster
0.13
area_cluster_la_newer
0.07
price_cluster_420000_to_870000
0.04
size_cluster_900_to_1200
0.04
price_cluster_45000_to_173000
0.04

THESE FEATURES
GIVE INFORMATION
ON fips:
regionidcounty
1.00
county
1.00
area_cluster
0.64
area_cluster_northwest_costal
0.28
area_cluster_se_coast
0.25
cola
0.13
area_cluster_santa_clarita
0.09
area_cluster_la_older
0.08
area_cluster_la_newer
0.05
lot_dollar_sqft_bin
0.05
area_cluster_palmdale_landcaster
0.04
price_cluster
0.04
price_cluster_420000_to_870000
0.04
size_cluster
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
fips
CORRELATION RATIO WITH...
longitude
0.84
scaled_longitude
0.84
parcelid
0.72
scaled_latitude
0.69
latitude
0.69
regionidzip
0.63
yearbuilt
0.39
age
0.39
scaled_age
0.39
age_bin
0.38
taxrate
0.26
scaled_taxrate
0.26
land_dollar_per_sqft
0.21
calculatedfinishedsquarefeet
0.18
latitude
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
scaled_latitude
1.00
longitude
-0.54
scaled_longitude
-0.54
land_dollar_per_sqft
-0.29
taxrate
0.26
scaled_taxrate
0.26
parcelid
-0.23
landtaxvaluedollarcnt
-0.22
taxvaluedollarcnt
-0.17
lotsizesquarefeet
0.14
acres
0.14
scaled_lotsizesquarefeet
0.14
scaled_acres
0.14
taxamount
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
0.90
fips
0.69
regionidcounty
0.69
county
0.69
area_cluster_palmdale_landcaster
0.62
area_cluster_se_coast
0.56
lot_dollar_sqft_bin
0.40
acres_bin
0.32
price_cluster
0.29
area_cluster_la_newer
0.29
area_cluster_santa_clarita
0.29
area_cluster_northwest_costal
0.27
tax_cluster
0.24
price_cluster_69000_to_210000
0.23
MOST FREQUENT VALUES
34.0412
4
<0.1%
34.712133
4
<0.1%
34.019921
4
<0.1%
34.569969
3
<0.1%
33.962716
3
<0.1%
34.107095
3
<0.1%
33.89057
3
<0.1%
34.010864
3
<0.1%
34.281397
3
<0.1%
34.267979
3
<0.1%
33.533174
3
<0.1%
34.209946
3
<0.1%
33.865295
3
<0.1%
33.770026
3
<0.1%
33.914773
3
<0.1%
SMALLEST VALUES
33.340851
1
<0.1%
33.341224
1
<0.1%
33.341282
1
<0.1%
33.344252
1
<0.1%
33.344289
1
<0.1%
33.39233
1
<0.1%
33.393644
1
<0.1%
33.394025
1
<0.1%
33.394897
1
<0.1%
33.398889
1
<0.1%
33.402311
1
<0.1%
33.402997
1
<0.1%
33.403291
1
<0.1%
33.403437
1
<0.1%
33.40487
1
<0.1%
LARGEST VALUES
34.812397
1
<0.1%
34.806955
1
<0.1%
34.788737
1
<0.1%
34.786014
1
<0.1%
34.768294
1
<0.1%
34.762455
1
<0.1%
34.758939
1
<0.1%
34.756315
1
<0.1%
34.753581
1
<0.1%
34.753495
1
<0.1%
34.751923
1
<0.1%
34.750644
1
<0.1%
34.749722
1
<0.1%
34.744875
1
<0.1%
34.740081
1
<0.1%
longitude
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
scaled_longitude
1.00
latitude
-0.54
scaled_latitude
-0.54
regionidzip
0.22
structure_dollar_per_sqft
-0.12
yearbuilt
0.11
age
-0.11
scaled_age
-0.11
age_bin
-0.10
parcelid
-0.08
land_dollar_per_sqft
0.07
acres
-0.06
lotsizesquarefeet
-0.06
scaled_lotsizesquarefeet
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
0.91
fips
0.84
regionidcounty
0.84
county
0.84
area_cluster_northwest_costal
0.68
area_cluster_se_coast
0.51
area_cluster_la_newer
0.37
cola
0.33
area_cluster_santa_clarita
0.33
structure_dollar_sqft_bin
0.17
lot_dollar_sqft_bin
0.14
acres_bin
0.13
area_cluster_la_older
0.08
price_cluster
0.08
MOST FREQUENT VALUES
-117.835
7
<0.1%
-118.364216
5
<0.1%
-117.853
5
<0.1%
-118.398581
4
<0.1%
-117.847
4
<0.1%
-118.251
4
<0.1%
-117.975231
3
<0.1%
-118.076
3
<0.1%
-117.854
3
<0.1%
-117.876
3
<0.1%
-118.36
3
<0.1%
-117.839
3
<0.1%
-117.801
3
<0.1%
-118.140173
3
<0.1%
-117.656
3
<0.1%
SMALLEST VALUES
-119.475265
1
<0.1%
-119.388346
1
<0.1%
-119.378658
1
<0.1%
-119.371742
1
<0.1%
-119.355052
1
<0.1%
-119.316449
1
<0.1%
-119.315775
1
<0.1%
-119.312477
1
<0.1%
-119.312404
1
<0.1%
-119.312167
1
<0.1%
-119.310447
1
<0.1%
-119.306619
1
<0.1%
-119.306494
1
<0.1%
-119.306147
1
<0.1%
-119.30494
1
<0.1%
LARGEST VALUES
-117.572338
1
<0.1%
-117.572421
1
<0.1%
-117.572764
1
<0.1%
-117.572772
1
<0.1%
-117.573856
1
<0.1%
-117.574809
1
<0.1%
-117.574908
1
<0.1%
-117.574998
1
<0.1%
-117.575004
1
<0.1%
-117.575061
1
<0.1%
-117.575196
1
<0.1%
-117.575465
1
<0.1%
-117.575866
1
<0.1%
-117.576159
1
<0.1%
-117.576455
1
<0.1%
lotsizesquarefeet
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
acres
1.00
scaled_lotsizesquarefeet
1.00
scaled_acres
1.00
calculatedfinishedsquarefeet
0.21
scaled_calculatedfinishedsquarefeet
0.21
structuretaxvaluedollarcnt
0.17
scaled_bathroomcnt
0.15
bathroomcnt
0.15
scaled_latitude
0.14
latitude
0.14
taxvaluedollarcnt
0.12
taxamount
0.12
land_dollar_per_sqft
-0.11
bath_bed_ratio
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
acres_bin
0.96
lot_dollar_sqft_bin
0.45
sqft_bin
0.20
size_cluster
0.18
area_cluster
0.16
size_cluster_2900_to_4000
0.14
tax_cluster
0.12
area_cluster_palmdale_landcaster
0.12
bedroomcnt
0.10
scaled_bedroomcnt
0.10
structure_dollar_sqft_bin
0.09
size_cluster_2300_to_4400
0.08
tax_cluster_30000_to_40000
0.08
tax_cluster_16000_to_22000
0.08
MOST FREQUENT VALUES
6000.0
603
1.7%
5000.0
287
0.8%
7200.0
210
0.6%
7000.0
209
0.6%
6500.0
196
0.5%
7500.0
139
0.4%
6600.0
113
0.3%
4000.0
102
0.3%
5400.0
97
0.3%
5500.0
90
0.2%
6750.0
88
0.2%
8000.0
88
0.2%
6300.0
83
0.2%
5200.0
80
0.2%
6100.0
77
0.2%
SMALLEST VALUES
236.0
1
<0.1%
540.0
7
<0.1%
592.0
1
<0.1%
594.0
1
<0.1%
640.0
3
<0.1%
646.0
4
<0.1%
704.0
2
<0.1%
720.0
1
<0.1%
740.0
1
<0.1%
770.0
5
<0.1%
776.0
1
<0.1%
780.0
2
<0.1%
784.0
4
<0.1%
800.0
3
<0.1%
804.0
1
<0.1%
LARGEST VALUES
766570.0
1
<0.1%
677428.0
1
<0.1%
672149.0
1
<0.1%
623746.0
1
<0.1%
584555.0
1
<0.1%
557296.0
2
<0.1%
552040.0
1
<0.1%
529449.0
4
<0.1%
460421.0
1
<0.1%
443008.0
5
<0.1%
440392.0
1
<0.1%
439956.0
1
<0.1%
438504.0
1
<0.1%
435267.0
1
<0.1%
434549.0
1
<0.1%
regionidcity
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
yearbuilt
-0.08
scaled_age
0.08
age
0.08
regionidzip
-0.08
age_bin
0.08
bathroomcnt
-0.06
scaled_bathroomcnt
-0.06
calculatedfinishedsquarefeet
-0.05
scaled_calculatedfinishedsquarefeet
-0.05
structuretaxvaluedollarcnt
-0.04
bath_bed_ratio
-0.03
scaled_bath_bed_ratio
-0.03
taxamount
-0.03
structure_dollar_per_sqft
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cola
0.23
area_cluster
0.09
sqft_bin
0.07
size_cluster
0.07
fips
0.06
regionidcounty
0.06
county
0.06
size_cluster_900_to_1200
0.06
bedroomcnt
0.05
scaled_bedroomcnt
0.05
lot_dollar_sqft_bin
0.05
area_cluster_la_older
0.05
acres_bin
0.05
area_cluster_palmdale_landcaster
0.05
MOST FREQUENT VALUES
12447.0
8,036
22.1%
5534.0
1,246
3.4%
40227.0
1,079
3.0%
46298.0
1,053
2.9%
16764.0
774
2.1%
25218.0
686
1.9%
27110.0
628
1.7%
34278.0
599
1.6%
54311.0
593
1.6%
52650.0
542
1.5%
33252.0
512
1.4%
12773.0
506
1.4%
24812.0
471
1.3%
13150.0
443
1.2%
47568.0
433
1.2%
SMALLEST VALUES
3491.0
5
<0.1%
4406.0
267
0.7%
5465.0
143
0.4%
5534.0
1,246
3.4%
6021.0
111
0.3%
6395.0
43
0.1%
6822.0
12
<0.1%
8384.0
206
0.6%
9840.0
51
0.1%
10241.0
116
0.3%
10389.0
64
0.2%
10608.0
291
0.8%
10723.0
161
0.4%
10734.0
159
0.4%
10774.0
117
0.3%
LARGEST VALUES
396556.0
71
0.2%
396551.0
89
0.2%
396550.0
49
0.1%
396054.0
296
0.8%
396053.0
72
0.2%
272578.0
11
<0.1%
118994.0
57
0.2%
118914.0
51
0.1%
118895.0
36
<0.1%
118880.0
3
<0.1%
118878.0
50
0.1%
118875.0
17
<0.1%
118694.0
59
0.2%
118225.0
142
0.4%
118217.0
37
0.1%
regionidcounty
MISSING:
---
TOP CATEGORIES
3101.0
23,398
64%
1286.0
9,865
27%
2061.0
3,121
9%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
regionidcounty
PROVIDES INFORMATION ON...
fips
1.00
county
1.00
baseline
1.00
area_cluster_northwest_costal
0.75
area_cluster_se_coast
0.50
area_cluster
0.32
cola
0.22
area_cluster_santa_clarita
0.16
area_cluster_la_older
0.15
area_cluster_palmdale_landcaster
0.13
area_cluster_la_newer
0.07
price_cluster_420000_to_870000
0.04
size_cluster_900_to_1200
0.04
price_cluster_45000_to_173000
0.04

THESE FEATURES
GIVE INFORMATION
ON regionidcounty:
fips
1.00
county
1.00
area_cluster
0.64
area_cluster_northwest_costal
0.28
area_cluster_se_coast
0.25
cola
0.13
area_cluster_santa_clarita
0.09
area_cluster_la_older
0.08
area_cluster_la_newer
0.05
lot_dollar_sqft_bin
0.05
area_cluster_palmdale_landcaster
0.04
price_cluster
0.04
price_cluster_420000_to_870000
0.04
size_cluster
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
regionidcounty
CORRELATION RATIO WITH...
longitude
0.84
scaled_longitude
0.84
parcelid
0.72
scaled_latitude
0.69
latitude
0.69
regionidzip
0.63
yearbuilt
0.39
age
0.39
scaled_age
0.39
age_bin
0.38
taxrate
0.26
scaled_taxrate
0.26
land_dollar_per_sqft
0.21
calculatedfinishedsquarefeet
0.18
regionidzip
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
age
-0.54
scaled_age
-0.54
yearbuilt
0.54
age_bin
-0.53
parcelid
0.35
scaled_longitude
0.22
longitude
0.22
scaled_bathroomcnt
0.17
bathroomcnt
0.17
scaled_calculatedfinishedsquarefeet
0.14
calculatedfinishedsquarefeet
0.14
landtaxvaluedollarcnt
-0.09
bath_bed_ratio
0.09
scaled_bath_bed_ratio
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
0.75
fips
0.63
regionidcounty
0.63
county
0.63
area_cluster_la_older
0.45
cola
0.44
area_cluster_palmdale_landcaster
0.43
area_cluster_se_coast
0.39
size_cluster
0.26
area_cluster_santa_clarita
0.26
size_cluster_900_to_1200
0.23
bedroomcnt
0.22
scaled_bedroomcnt
0.22
sqft_bin
0.22
MOST FREQUENT VALUES
97319.0
528
1.5%
97318.0
471
1.3%
97329.0
393
1.1%
97328.0
386
1.1%
97118.0
360
1.0%
96987.0
338
0.9%
96193.0
290
0.8%
97078.0
287
0.8%
97116.0
269
0.7%
97330.0
262
0.7%
96996.0
261
0.7%
97317.0
249
0.7%
96370.0
244
0.7%
96995.0
242
0.7%
96242.0
240
0.7%
SMALLEST VALUES
95982.0
57
0.2%
95983.0
105
0.3%
95984.0
87
0.2%
95985.0
63
0.2%
95986.0
18
<0.1%
95987.0
18
<0.1%
95988.0
7
<0.1%
95989.0
61
0.2%
95992.0
59
0.2%
95993.0
8
<0.1%
95995.0
6
<0.1%
95996.0
2
<0.1%
95997.0
85
0.2%
95999.0
71
0.2%
96000.0
99
0.3%
LARGEST VALUES
97344.0
35
<0.1%
97331.0
6
<0.1%
97330.0
262
0.7%
97329.0
393
1.1%
97328.0
386
1.1%
97324.0
8
<0.1%
97323.0
81
0.2%
97319.0
528
1.5%
97318.0
471
1.3%
97317.0
249
0.7%
97316.0
26
<0.1%
97298.0
49
0.1%
97119.0
8
<0.1%
97118.0
360
1.0%
97116.0
269
0.7%
yearbuilt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
age
-1.00
scaled_age
-1.00
age_bin
-0.99
regionidzip
0.54
bathroomcnt
0.53
scaled_bathroomcnt
0.53
calculatedfinishedsquarefeet
0.47
scaled_calculatedfinishedsquarefeet
0.47
structuretaxvaluedollarcnt
0.41
bath_bed_ratio
0.34
scaled_bath_bed_ratio
0.34
structure_dollar_per_sqft
0.25
parcelid
0.23
taxamount
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
0.80
area_cluster_la_older
0.63
size_cluster
0.52
sqft_bin
0.51
area_cluster_se_coast
0.44
bedroomcnt
0.42
scaled_bedroomcnt
0.42
size_cluster_900_to_1200
0.40
fips
0.39
regionidcounty
0.39
county
0.39
structure_dollar_sqft_bin
0.36
cola
0.32
area_cluster_palmdale_landcaster
0.31
MOST FREQUENT VALUES
1955.0
1,340
3.7%
1950.0
1,147
3.2%
1954.0
1,109
3.0%
1953.0
1,072
2.9%
1956.0
972
2.7%
1964.0
946
2.6%
1952.0
847
2.3%
1951.0
812
2.2%
1959.0
742
2.0%
1962.0
727
2.0%
1965.0
723
2.0%
1963.0
714
2.0%
1957.0
694
1.9%
1947.0
682
1.9%
1949.0
680
1.9%
SMALLEST VALUES
1880.0
1
<0.1%
1885.0
3
<0.1%
1887.0
3
<0.1%
1888.0
2
<0.1%
1889.0
1
<0.1%
1890.0
5
<0.1%
1892.0
1
<0.1%
1893.0
2
<0.1%
1895.0
7
<0.1%
1896.0
4
<0.1%
1897.0
1
<0.1%
1898.0
4
<0.1%
1899.0
1
<0.1%
1900.0
6
<0.1%
1901.0
11
<0.1%
LARGEST VALUES
2016.0
1
<0.1%
2015.0
33
<0.1%
2014.0
79
0.2%
2013.0
82
0.2%
2012.0
60
0.2%
2011.0
51
0.1%
2010.0
70
0.2%
2009.0
59
0.2%
2008.0
81
0.2%
2007.0
218
0.6%
2006.0
287
0.8%
2005.0
318
0.9%
2004.0
264
0.7%
2003.0
277
0.8%
2002.0
284
0.8%
structuretaxvaluedollarcnt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
taxamount
0.82
taxvaluedollarcnt
0.82
calculatedfinishedsquarefeet
0.77
scaled_calculatedfinishedsquarefeet
0.77
structure_dollar_per_sqft
0.76
scaled_bathroomcnt
0.68
bathroomcnt
0.68
landtaxvaluedollarcnt
0.61
bath_bed_ratio
0.45
scaled_bath_bed_ratio
0.45
age_bin
-0.41
scaled_age
-0.41
yearbuilt
0.41
age
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
structure_dollar_sqft_bin
0.77
sqft_bin
0.77
tax_cluster
0.76
size_cluster
0.66
tax_cluster_30000_to_40000
0.49
size_cluster_2900_to_4000
0.48
price_cluster
0.45
price_cluster_420000_to_870000
0.44
tax_cluster_16000_to_22000
0.43
tax_cluster_1000_to_3000
0.43
bedroomcnt
0.42
scaled_bedroomcnt
0.42
acres_bin
0.34
area_cluster
0.34
MOST FREQUENT VALUES
100000.0
34
<0.1%
90000.0
22
<0.1%
200000.0
21
<0.1%
95000.0
20
<0.1%
19441.0
19
<0.1%
32489.0
19
<0.1%
103553.0
19
<0.1%
39948.0
18
<0.1%
120100.0
18
<0.1%
104000.0
18
<0.1%
99000.0
18
<0.1%
34354.0
18
<0.1%
30628.0
18
<0.1%
92000.0
17
<0.1%
120000.0
17
<0.1%
SMALLEST VALUES
148.0
1
<0.1%
181.0
1
<0.1%
302.0
1
<0.1%
784.0
1
<0.1%
896.0
1
<0.1%
1015.0
2
<0.1%
1479.0
1
<0.1%
1508.0
1
<0.1%
1539.0
1
<0.1%
3282.0
1
<0.1%
3906.0
1
<0.1%
4073.0
1
<0.1%
4120.0
2
<0.1%
4486.0
1
<0.1%
4526.0
5
<0.1%
LARGEST VALUES
3097672.0
1
<0.1%
2943209.0
1
<0.1%
2847554.0
1
<0.1%
2608128.0
1
<0.1%
2576028.0
1
<0.1%
2458799.0
1
<0.1%
2415293.0
1
<0.1%
2380432.0
1
<0.1%
2349000.0
1
<0.1%
2348620.0
1
<0.1%
2340844.0
1
<0.1%
2326962.0
1
<0.1%
2300658.0
1
<0.1%
2245111.0
1
<0.1%
2219162.0
1
<0.1%
taxvaluedollarcnt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
taxamount
0.99
landtaxvaluedollarcnt
0.95
structuretaxvaluedollarcnt
0.82
structure_dollar_per_sqft
0.67
calculatedfinishedsquarefeet
0.62
scaled_calculatedfinishedsquarefeet
0.62
land_dollar_per_sqft
0.60
scaled_bathroomcnt
0.55
bathroomcnt
0.55
bath_bed_ratio
0.40
scaled_bath_bed_ratio
0.40
taxrate
-0.29
scaled_taxrate
-0.29
age_bin
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tax_cluster
0.96
structure_dollar_sqft_bin
0.68
lot_dollar_sqft_bin
0.63
tax_cluster_30000_to_40000
0.63
sqft_bin
0.62
tax_cluster_1000_to_3000
0.56
size_cluster
0.56
price_cluster
0.53
price_cluster_420000_to_870000
0.53
tax_cluster_16000_to_22000
0.52
size_cluster_2900_to_4000
0.40
price_cluster_144000_to_355000
0.32
tax_cluster_8500_to_12000
0.32
size_cluster_2300_to_4400
0.31
MOST FREQUENT VALUES
600000.0
23
<0.1%
455000.0
21
<0.1%
500000.0
20
<0.1%
550000.0
18
<0.1%
450000.0
18
<0.1%
640000.0
17
<0.1%
520000.0
17
<0.1%
590000.0
17
<0.1%
700000.0
17
<0.1%
421328.0
16
<0.1%
585000.0
15
<0.1%
545000.0
15
<0.1%
375000.0
15
<0.1%
460000.0
14
<0.1%
650000.0
14
<0.1%
SMALLEST VALUES
10504.0
1
<0.1%
11683.0
1
<0.1%
13199.0
1
<0.1%
13616.0
1
<0.1%
13817.0
1
<0.1%
13820.0
2
<0.1%
14231.0
1
<0.1%
14284.0
1
<0.1%
14443.0
1
<0.1%
15476.0
1
<0.1%
15692.0
1
<0.1%
15694.0
1
<0.1%
15870.0
1
<0.1%
15890.0
1
<0.1%
16097.0
1
<0.1%
LARGEST VALUES
4993132.0
1
<0.1%
4973709.0
1
<0.1%
4961367.0
1
<0.1%
4930925.0
1
<0.1%
4927256.0
1
<0.1%
4888279.0
1
<0.1%
4887723.0
1
<0.1%
4870174.0
1
<0.1%
4869137.0
1
<0.1%
4862136.0
1
<0.1%
4839778.0
1
<0.1%
4819098.0
1
<0.1%
4809000.0
1
<0.1%
4796000.0
1
<0.1%
4779644.0
1
<0.1%
landtaxvaluedollarcnt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
taxvaluedollarcnt
0.95
taxamount
0.93
land_dollar_per_sqft
0.68
structuretaxvaluedollarcnt
0.61
structure_dollar_per_sqft
0.52
calculatedfinishedsquarefeet
0.45
scaled_calculatedfinishedsquarefeet
0.45
scaled_bathroomcnt
0.40
bathroomcnt
0.40
bath_bed_ratio
0.31
scaled_bath_bed_ratio
0.31
taxrate
-0.30
scaled_taxrate
-0.30
scaled_latitude
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tax_cluster
0.93
lot_dollar_sqft_bin
0.71
tax_cluster_30000_to_40000
0.61
tax_cluster_1000_to_3000
0.56
structure_dollar_sqft_bin
0.55
price_cluster
0.50
price_cluster_420000_to_870000
0.49
tax_cluster_16000_to_22000
0.49
sqft_bin
0.45
size_cluster
0.42
tax_cluster_8500_to_12000
0.31
size_cluster_2900_to_4000
0.29
price_cluster_144000_to_355000
0.29
area_cluster
0.27
MOST FREQUENT VALUES
21299.0
67
0.2%
30210.0
44
0.1%
22755.0
44
0.1%
16522.0
40
0.1%
17371.0
36
<0.1%
16749.0
35
<0.1%
20684.0
33
<0.1%
16956.0
33
<0.1%
18588.0
33
<0.1%
20474.0
32
<0.1%
16542.0
30
<0.1%
15717.0
30
<0.1%
30628.0
29
<0.1%
18611.0
29
<0.1%
17787.0
28
<0.1%
SMALLEST VALUES
3080.0
1
<0.1%
3480.0
1
<0.1%
3906.0
1
<0.1%
3953.0
1
<0.1%
4103.0
2
<0.1%
4126.0
1
<0.1%
4526.0
3
<0.1%
4733.0
1
<0.1%
5152.0
1
<0.1%
5361.0
2
<0.1%
5774.0
4
<0.1%
5819.0
1
<0.1%
5830.0
1
<0.1%
6143.0
1
<0.1%
6176.0
1
<0.1%
LARGEST VALUES
4847224.0
1
<0.1%
4122282.0
1
<0.1%
4038200.0
1
<0.1%
4000000.0
1
<0.1%
3899231.0
1
<0.1%
3895068.0
1
<0.1%
3851887.0
1
<0.1%
3764700.0
1
<0.1%
3720140.0
1
<0.1%
3624371.0
1
<0.1%
3613391.0
1
<0.1%
3520817.0
1
<0.1%
3507038.0
1
<0.1%
3500000.0
1
<0.1%
3465020.0
1
<0.1%
taxamount
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
taxvaluedollarcnt
0.99
landtaxvaluedollarcnt
0.93
structuretaxvaluedollarcnt
0.82
structure_dollar_per_sqft
0.67
calculatedfinishedsquarefeet
0.62
scaled_calculatedfinishedsquarefeet
0.62
land_dollar_per_sqft
0.58
scaled_bathroomcnt
0.55
bathroomcnt
0.55
bath_bed_ratio
0.40
scaled_bath_bed_ratio
0.40
age_bin
-0.23
scaled_age
-0.23
yearbuilt
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tax_cluster
0.94
structure_dollar_sqft_bin
0.69
tax_cluster_30000_to_40000
0.62
lot_dollar_sqft_bin
0.61
sqft_bin
0.61
size_cluster
0.56
tax_cluster_1000_to_3000
0.55
tax_cluster_16000_to_22000
0.51
price_cluster
0.48
price_cluster_420000_to_870000
0.48
size_cluster_2900_to_4000
0.40
price_cluster_144000_to_355000
0.33
tax_cluster_8500_to_12000
0.31
size_cluster_2300_to_4400
0.31
MOST FREQUENT VALUES
345.72
4
<0.1%
1625.61
3
<0.1%
1929.18
3
<0.1%
3406.33
3
<0.1%
5139.7
3
<0.1%
777.51
3
<0.1%
5801.93
3
<0.1%
7210.68
3
<0.1%
4042.46
3
<0.1%
2710.42
3
<0.1%
3345.78
3
<0.1%
1043.38
3
<0.1%
3347.58
3
<0.1%
2172.75
3
<0.1%
1066.07
3
<0.1%
SMALLEST VALUES
49.18
1
<0.1%
51.26
1
<0.1%
61.82
1
<0.1%
62.44
1
<0.1%
85.0
1
<0.1%
89.18
1
<0.1%
139.59
1
<0.1%
142.98
1
<0.1%
150.06
1
<0.1%
202.12
1
<0.1%
233.88
1
<0.1%
234.33
1
<0.1%
240.81
1
<0.1%
242.17
1
<0.1%
243.62
1
<0.1%
LARGEST VALUES
72122.2
1
<0.1%
61992.63
1
<0.1%
59871.31
1
<0.1%
59549.33
1
<0.1%
59247.88
1
<0.1%
58489.77
1
<0.1%
58450.09
1
<0.1%
58363.5
1
<0.1%
58207.14
1
<0.1%
58083.93
1
<0.1%
57665.44
1
<0.1%
57653.62
1
<0.1%
56769.41
1
<0.1%
56172.31
1
<0.1%
55817.34
1
<0.1%
county
MISSING:
---
TOP CATEGORIES
Los_Angeles
23,398
64%
Orange
9,865
27%
Ventura
3,121
9%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
county
PROVIDES INFORMATION ON...
fips
1.00
regionidcounty
1.00
baseline
1.00
area_cluster_northwest_costal
0.75
area_cluster_se_coast
0.50
area_cluster
0.32
cola
0.22
area_cluster_santa_clarita
0.16
area_cluster_la_older
0.15
area_cluster_palmdale_landcaster
0.13
area_cluster_la_newer
0.07
price_cluster_420000_to_870000
0.04
size_cluster_900_to_1200
0.04
price_cluster_45000_to_173000
0.04

THESE FEATURES
GIVE INFORMATION
ON county:
fips
1.00
regionidcounty
1.00
area_cluster
0.64
area_cluster_northwest_costal
0.28
area_cluster_se_coast
0.25
cola
0.13
area_cluster_santa_clarita
0.09
area_cluster_la_older
0.08
area_cluster_la_newer
0.05
lot_dollar_sqft_bin
0.05
area_cluster_palmdale_landcaster
0.04
price_cluster
0.04
price_cluster_420000_to_870000
0.04
size_cluster
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
county
CORRELATION RATIO WITH...
longitude
0.84
scaled_longitude
0.84
parcelid
0.72
scaled_latitude
0.69
latitude
0.69
regionidzip
0.63
yearbuilt
0.39
age
0.39
scaled_age
0.39
age_bin
0.38
taxrate
0.26
scaled_taxrate
0.26
land_dollar_per_sqft
0.21
calculatedfinishedsquarefeet
0.18
age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
yearbuilt
-1.00
scaled_age
1.00
age_bin
0.99
regionidzip
-0.54
bathroomcnt
-0.53
scaled_bathroomcnt
-0.53
calculatedfinishedsquarefeet
-0.47
scaled_calculatedfinishedsquarefeet
-0.47
structuretaxvaluedollarcnt
-0.41
bath_bed_ratio
-0.34
scaled_bath_bed_ratio
-0.34
structure_dollar_per_sqft
-0.25
parcelid
-0.23
taxamount
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
0.80
area_cluster_la_older
0.63
size_cluster
0.52
sqft_bin
0.51
area_cluster_se_coast
0.44
bedroomcnt
0.42
scaled_bedroomcnt
0.42
size_cluster_900_to_1200
0.40
fips
0.39
regionidcounty
0.39
county
0.39
structure_dollar_sqft_bin
0.36
cola
0.32
area_cluster_palmdale_landcaster
0.31
MOST FREQUENT VALUES
62.0
1,340
3.7%
67.0
1,147
3.2%
63.0
1,109
3.0%
64.0
1,072
2.9%
61.0
972
2.7%
53.0
946
2.6%
65.0
847
2.3%
66.0
812
2.2%
58.0
742
2.0%
55.0
727
2.0%
52.0
723
2.0%
54.0
714
2.0%
60.0
694
1.9%
70.0
682
1.9%
68.0
680
1.9%
SMALLEST VALUES
1.0
1
<0.1%
2.0
33
<0.1%
3.0
79
0.2%
4.0
82
0.2%
5.0
60
0.2%
6.0
51
0.1%
7.0
70
0.2%
8.0
59
0.2%
9.0
81
0.2%
10.0
218
0.6%
11.0
287
0.8%
12.0
318
0.9%
13.0
264
0.7%
14.0
277
0.8%
15.0
284
0.8%
LARGEST VALUES
137.0
1
<0.1%
132.0
3
<0.1%
130.0
3
<0.1%
129.0
2
<0.1%
128.0
1
<0.1%
127.0
5
<0.1%
125.0
1
<0.1%
124.0
2
<0.1%
122.0
7
<0.1%
121.0
4
<0.1%
120.0
1
<0.1%
119.0
4
<0.1%
118.0
1
<0.1%
117.0
6
<0.1%
116.0
11
<0.1%
age_bin
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
scaled_age
0.99
yearbuilt
-0.99
age
0.99
scaled_bathroomcnt
-0.53
bathroomcnt
-0.53
regionidzip
-0.53
calculatedfinishedsquarefeet
-0.47
scaled_calculatedfinishedsquarefeet
-0.47
structuretaxvaluedollarcnt
-0.41
bath_bed_ratio
-0.34
scaled_bath_bed_ratio
-0.34
structure_dollar_per_sqft
-0.26
taxamount
-0.23
parcelid
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
0.80
area_cluster_la_older
0.63
size_cluster
0.52
sqft_bin
0.51
area_cluster_se_coast
0.44
bedroomcnt
0.41
scaled_bedroomcnt
0.41
size_cluster_900_to_1200
0.40
fips
0.38
regionidcounty
0.38
county
0.38
structure_dollar_sqft_bin
0.37
cola
0.31
area_cluster_palmdale_landcaster
0.31
MOST FREQUENT VALUES
0.466
9,324
25.6%
0.4
6,732
18.5%
0.333
3,977
10.9%
0.266
3,290
9.0%
0.2
3,073
8.4%
0.133
2,847
7.8%
0.533
2,447
6.7%
0.666
1,999
5.5%
0.6
1,237
3.4%
0.733
550
1.5%
0.066
479
1.3%
0.0
255
0.7%
0.8
145
0.4%
0.866
25
<0.1%
0.933
4
<0.1%
SMALLEST VALUES
0.0
255
0.7%
0.066
479
1.3%
0.133
2,847
7.8%
0.2
3,073
8.4%
0.266
3,290
9.0%
0.333
3,977
10.9%
0.4
6,732
18.5%
0.466
9,324
25.6%
0.533
2,447
6.7%
0.6
1,237
3.4%
0.666
1,999
5.5%
0.733
550
1.5%
0.8
145
0.4%
0.866
25
<0.1%
0.933
4
<0.1%
LARGEST VALUES
0.933
4
<0.1%
0.866
25
<0.1%
0.8
145
0.4%
0.733
550
1.5%
0.666
1,999
5.5%
0.6
1,237
3.4%
0.533
2,447
6.7%
0.466
9,324
25.6%
0.4
6,732
18.5%
0.333
3,977
10.9%
0.266
3,290
9.0%
0.2
3,073
8.4%
0.133
2,847
7.8%
0.066
479
1.3%
0.0
255
0.7%
taxrate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
scaled_taxrate
1.00
landtaxvaluedollarcnt
-0.30
taxvaluedollarcnt
-0.29
scaled_latitude
0.26
latitude
0.26
structure_dollar_per_sqft
-0.26
land_dollar_per_sqft
-0.24
structuretaxvaluedollarcnt
-0.21
taxamount
-0.20
calculatedfinishedsquarefeet
-0.18
scaled_calculatedfinishedsquarefeet
-0.18
parcelid
-0.17
scaled_bathroomcnt
-0.17
bathroomcnt
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_cluster
0.92
price_cluster_45000_to_173000
0.56
price_cluster_34000_to_110000
0.53
lot_dollar_sqft_bin
0.46
price_cluster_420000_to_870000
0.44
price_cluster_69000_to_210000
0.42
tax_cluster
0.40
tax_cluster_1000_to_3000
0.40
area_cluster
0.40
structure_dollar_sqft_bin
0.38
area_cluster_palmdale_landcaster
0.33
fips
0.26
regionidcounty
0.26
county
0.26
MOST FREQUENT VALUES
1.6815691077875197
3
<0.1%
1.2012351422169902
3
<0.1%
1.2901432129994526
3
<0.1%
1.4036116527458458
3
<0.1%
1.2020342612419699
2
<0.1%
1.0342206416216304
2
<0.1%
1.2542134532205484
2
<0.1%
1.1626980519480519
2
<0.1%
1.134349249658936
2
<0.1%
1.3103442492347688
2
<0.1%
1.0649928888888889
2
<0.1%
1.56840888066605
2
<0.1%
1.112036170212766
2
<0.1%
1.1532242424242425
2
<0.1%
1.0146439108029532
2
<0.1%
SMALLEST VALUES
0.00937244157462904
1
<0.1%
0.015672769441613662
1
<0.1%
0.022955322690140858
1
<0.1%
0.04511595479230882
1
<0.1%
0.07868721601375414
1
<0.1%
0.0792055321075302
1
<0.1%
0.08105840086014737
1
<0.1%
0.08574461538461539
1
<0.1%
0.08574857142857142
1
<0.1%
0.10080725557419698
1
<0.1%
0.10713222222222224
1
<0.1%
0.11570352130017238
1
<0.1%
0.13620321037092342
1
<0.1%
0.13702384214853383
1
<0.1%
0.13968560223468754
1
<0.1%
LARGEST VALUES
9.805110473941642
1
<0.1%
9.091900874214291
1
<0.1%
8.889279570502278
1
<0.1%
8.35639097744361
1
<0.1%
8.220829346092504
1
<0.1%
8.192786957237743
1
<0.1%
8.14727038802304
1
<0.1%
8.04644244849016
1
<0.1%
7.867370435233832
1
<0.1%
7.782580302083236
1
<0.1%
7.745406054922189
1
<0.1%
7.208652186960762
1
<0.1%
6.585988367045751
1
<0.1%
6.569071388954917
1
<0.1%
6.3932281687742165
1
<0.1%
acres
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lotsizesquarefeet
1.00
scaled_lotsizesquarefeet
1.00
scaled_acres
1.00
calculatedfinishedsquarefeet
0.21
scaled_calculatedfinishedsquarefeet
0.21
structuretaxvaluedollarcnt
0.17
scaled_bathroomcnt
0.15
bathroomcnt
0.15
scaled_latitude
0.14
latitude
0.14
taxvaluedollarcnt
0.12
taxamount
0.12
land_dollar_per_sqft
-0.11
bath_bed_ratio
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
acres_bin
0.96
lot_dollar_sqft_bin
0.45
sqft_bin
0.20
size_cluster
0.18
area_cluster
0.16
size_cluster_2900_to_4000
0.14
tax_cluster
0.12
area_cluster_palmdale_landcaster
0.12
bedroomcnt
0.10
scaled_bedroomcnt
0.10
structure_dollar_sqft_bin
0.09
size_cluster_2300_to_4400
0.08
tax_cluster_30000_to_40000
0.08
tax_cluster_16000_to_22000
0.08
MOST FREQUENT VALUES
0.13774104683195593
603
1.7%
0.1147842056932966
287
0.8%
0.1652892561983471
210
0.6%
0.16069788797061524
209
0.6%
0.14921946740128558
196
0.5%
0.1721763085399449
139
0.4%
0.15151515151515152
113
0.3%
0.09182736455463728
102
0.3%
0.12396694214876033
97
0.3%
0.12626262626262627
90
0.2%
0.15495867768595042
88
0.2%
0.18365472910927455
88
0.2%
0.1446280991735537
83
0.2%
0.11937557392102846
80
0.2%
0.14003673094582186
77
0.2%
SMALLEST VALUES
0.0054178145087236
1
<0.1%
0.012396694214876033
7
<0.1%
0.013590449954086318
1
<0.1%
0.013636363636363636
1
<0.1%
0.014692378328741965
3
<0.1%
0.01483011937557392
4
<0.1%
0.01616161616161616
2
<0.1%
0.01652892561983471
1
<0.1%
0.016988062442607896
1
<0.1%
0.017676767676767676
5
<0.1%
0.01781450872359963
1
<0.1%
0.01790633608815427
2
<0.1%
0.017998163452708906
4
<0.1%
0.018365472910927456
3
<0.1%
0.018457300275482095
1
<0.1%
LARGEST VALUES
17.598025711662075
1
<0.1%
15.551606978879706
1
<0.1%
15.430417814508724
1
<0.1%
14.319237832874197
1
<0.1%
13.419536271809
1
<0.1%
12.793755739210285
2
<0.1%
12.673094582185492
1
<0.1%
12.154476584022039
4
<0.1%
10.569811753902663
1
<0.1%
10.170064279155188
5
<0.1%
10.110009182736455
1
<0.1%
10.1
1
<0.1%
10.066666666666666
1
<0.1%
9.992355371900826
1
<0.1%
9.975872359963269
1
<0.1%
acres_bin
MISSING:
---
TOP CATEGORIES
0.2
14,564
40%
0.1
12,474
34%
0.3
3,942
11%
0.0
3,752
10%
0.4
1,053
3%
0.5
535
1%
0.6
43
<1%
0.7
21
<1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
acres_bin
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster_2900_to_4000
0.10
tax_cluster_30000_to_40000
0.09
size_cluster_2300_to_4400
0.08
area_cluster_palmdale_landcaster
0.07
size_cluster_900_to_1200
0.07
lot_dollar_sqft_bin
0.07
size_cluster
0.06
size_cluster_1300_to_2000
0.06
tax_cluster_16000_to_22000
0.06
sqft_bin
0.05
area_cluster_se_coast
0.05
area_cluster
0.05
area_cluster_santa_clarita
0.04

THESE FEATURES
GIVE INFORMATION
ON acres_bin:
lot_dollar_sqft_bin
0.08
sqft_bin
0.08
size_cluster
0.08
area_cluster
0.05
bedroomcnt
0.03
scaled_bedroomcnt
0.03
size_cluster_900_to_1200
0.02
tax_cluster
0.02
size_cluster_2900_to_4000
0.02
fips
0.02
regionidcounty
0.02
county
0.02
area_cluster_se_coast
0.02
size_cluster_1300_to_2000
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
acres_bin
CORRELATION RATIO WITH...
scaled_lotsizesquarefeet
0.96
scaled_acres
0.96
lotsizesquarefeet
0.96
acres
0.96
calculatedfinishedsquarefeet
0.46
scaled_calculatedfinishedsquarefeet
0.46
land_dollar_per_sqft
0.42
bathroomcnt
0.36
scaled_bathroomcnt
0.36
structuretaxvaluedollarcnt
0.34
latitude
0.32
scaled_latitude
0.32
bath_bed_ratio
0.28
scaled_bath_bed_ratio
0.28
sqft_bin
MISSING:
---
TOP CATEGORIES
0.4
9,099
25%
0.3
6,250
17%
0.2
5,619
15%
0.5
5,230
14%
0.6
3,189
9%
0.7
2,701
7%
0.1
2,214
6%
0.8
1,137
3%
0.0
901
2%
0.9
44
<1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sqft_bin
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster_900_to_1200
0.54
size_cluster_2900_to_4000
0.53
size_cluster_1500_to_2800
0.45
size_cluster
0.42
tax_cluster_30000_to_40000
0.30
size_cluster_1250_to_1650
0.29
bedroomcnt
0.24
scaled_bedroomcnt
0.24
tax_cluster_16000_to_22000
0.22
size_cluster_2300_to_4400
0.22
size_cluster_1500_to_1900
0.18
tax_cluster_8500_to_12000
0.14
tax_cluster
0.13

THESE FEATURES
GIVE INFORMATION
ON sqft_bin:
size_cluster
0.38
bedroomcnt
0.15
scaled_bedroomcnt
0.15
size_cluster_900_to_1200
0.13
size_cluster_1500_to_2800
0.11
size_cluster_1250_to_1650
0.08
tax_cluster
0.08
size_cluster_2900_to_4000
0.08
acres_bin
0.05
area_cluster
0.04
structure_dollar_sqft_bin
0.04
tax_cluster_1000_to_3000
0.04
size_cluster_1500_to_1900
0.03
tax_cluster_8500_to_12000
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sqft_bin
CORRELATION RATIO WITH...
calculatedfinishedsquarefeet
0.98
scaled_calculatedfinishedsquarefeet
0.98
bathroomcnt
0.84
scaled_bathroomcnt
0.84
structuretaxvaluedollarcnt
0.77
taxvaluedollarcnt
0.62
taxamount
0.61
scaled_age
0.51
age
0.51
yearbuilt
0.51
age_bin
0.51
scaled_bath_bed_ratio
0.49
bath_bed_ratio
0.49
landtaxvaluedollarcnt
0.45
structure_dollar_per_sqft
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
structuretaxvaluedollarcnt
0.76
taxamount
0.67
taxvaluedollarcnt
0.67
landtaxvaluedollarcnt
0.52
land_dollar_per_sqft
0.37
scaled_bathroomcnt
0.34
bathroomcnt
0.34
calculatedfinishedsquarefeet
0.32
scaled_calculatedfinishedsquarefeet
0.32
bath_bed_ratio
0.29
scaled_bath_bed_ratio
0.29
age_bin
-0.26
taxrate
-0.26
scaled_taxrate
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
structure_dollar_sqft_bin
0.98
tax_cluster
0.63
price_cluster
0.56
price_cluster_420000_to_870000
0.56
tax_cluster_1000_to_3000
0.46
lot_dollar_sqft_bin
0.45
price_cluster_144000_to_355000
0.38
size_cluster
0.35
tax_cluster_16000_to_22000
0.34
tax_cluster_30000_to_40000
0.33
sqft_bin
0.33
area_cluster
0.28
size_cluster_2900_to_4000
0.24
tax_cluster_8500_to_12000
0.23
MOST FREQUENT VALUES
100.0
8
<0.1%
83.33333333333333
6
<0.1%
28.21592356687898
4
<0.1%
90.9090909090909
4
<0.1%
73.33333333333333
3
<0.1%
72.72727272727273
3
<0.1%
73.44571428571429
3
<0.1%
88.23529411764706
3
<0.1%
55.55555555555556
3
<0.1%
139.42307692307693
3
<0.1%
47.06759259259259
3
<0.1%
87.5
3
<0.1%
75.43753771876887
2
<0.1%
80.1762858264625
2
<0.1%
29.123344370860927
2
<0.1%
SMALLEST VALUES
0.03983274647887324
1
<0.1%
0.15828092243186584
1
<0.1%
0.25874125874125875
1
<0.1%
0.33256880733944955
1
<0.1%
0.44284467713787085
1
<0.1%
1.145780051150895
1
<0.1%
1.284497444633731
1
<0.1%
1.3154362416107384
1
<0.1%
1.6165966386554622
1
<0.1%
1.8674242424242424
1
<0.1%
3.6520061728395063
1
<0.1%
3.7810773480662982
1
<0.1%
3.900378310214376
1
<0.1%
4.026690391459074
1
<0.1%
4.2760761589403975
1
<0.1%
LARGEST VALUES
1444.2211055276382
1
<0.1%
1386.370588235294
1
<0.1%
1243.3177083333333
1
<0.1%
1196.277185501066
1
<0.1%
1112.1399176954733
1
<0.1%
1083.1189710610931
1
<0.1%
959.1751453488372
1
<0.1%
934.3590859630033
1
<0.1%
906.4732142857143
1
<0.1%
882.4424163407215
1
<0.1%
815.9333333333333
1
<0.1%
811.5671641791045
1
<0.1%
780.3293216630196
1
<0.1%
777.7811320754716
1
<0.1%
759.1734417344173
1
<0.1%
structure_dollar_sqft_bin
MISSING:
---
TOP CATEGORIES
0.4
8,797
24%
0.2
8,208
23%
0.3
8,140
22%
0.1
6,115
17%
0.5
2,293
6%
0.0
1,691
5%
0.6
880
2%
0.7
213
<1%
0.8
41
<1%
0.9
6
<1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
structure_dollar_sqft_bin
PROVIDES INFORMATION ON...
baseline
1.00
price_cluster_420000_to_870000
0.43
tax_cluster_30000_to_40000
0.35
price_cluster
0.30
tax_cluster_1000_to_3000
0.26
tax_cluster_16000_to_22000
0.26
price_cluster_144000_to_355000
0.26
tax_cluster
0.21
price_cluster_34000_to_110000
0.15
price_cluster_45000_to_173000
0.14
tax_cluster_8500_to_12000
0.13
size_cluster_2900_to_4000
0.12
size_cluster_2300_to_4400
0.11
lot_dollar_sqft_bin
0.11

THESE FEATURES
GIVE INFORMATION
ON structure_dollar_sqft_bin:
price_cluster
0.19
price_cluster_420000_to_870000
0.17
tax_cluster
0.15
tax_cluster_1000_to_3000
0.10
lot_dollar_sqft_bin
0.10
price_cluster_144000_to_355000
0.10
area_cluster
0.06
size_cluster
0.05
sqft_bin
0.04
tax_cluster_5000_to_6000
0.04
tax_cluster_8500_to_12000
0.03
tax_cluster_16000_to_22000
0.03
area_cluster_la_newer
0.02
price_cluster_69000_to_210000
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
structure_dollar_sqft_bin
CORRELATION RATIO WITH...
structure_dollar_per_sqft
0.98
structuretaxvaluedollarcnt
0.77
taxamount
0.69
taxvaluedollarcnt
0.68
landtaxvaluedollarcnt
0.55
scaled_taxrate
0.38
taxrate
0.38
bathroomcnt
0.38
scaled_bathroomcnt
0.38
land_dollar_per_sqft
0.38
age_bin
0.37
yearbuilt
0.36
scaled_age
0.36
age
0.36
land_dollar_per_sqft
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
landtaxvaluedollarcnt
0.68
taxvaluedollarcnt
0.60
taxamount
0.58
structure_dollar_per_sqft
0.37
structuretaxvaluedollarcnt
0.30
latitude
-0.29
scaled_latitude
-0.29
taxrate
-0.24
scaled_taxrate
-0.24
bath_bed_ratio
0.21
scaled_bath_bed_ratio
0.21
scaled_bathroomcnt
0.16
bathroomcnt
0.16
calculatedfinishedsquarefeet
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
lot_dollar_sqft_bin
0.97
tax_cluster
0.60
tax_cluster_1000_to_3000
0.43
price_cluster
0.43
price_cluster_420000_to_870000
0.43
acres_bin
0.42
structure_dollar_sqft_bin
0.38
tax_cluster_30000_to_40000
0.35
tax_cluster_16000_to_22000
0.31
area_cluster
0.28
price_cluster_144000_to_355000
0.26
area_cluster_se_coast
0.23
tax_cluster_8500_to_12000
0.23
size_cluster
0.22
MOST FREQUENT VALUES
2.5418461538461536
5
<0.1%
4.2598
4
<0.1%
4.176274509803922
4
<0.1%
2.6302490456280676
3
<0.1%
4.261504601840736
3
<0.1%
33.333333333333336
3
<0.1%
160.39074074074074
3
<0.1%
3.85105194563396
3
<0.1%
5.0
3
<0.1%
3.825
3
<0.1%
1.9344979010697774
3
<0.1%
3.4745
3
<0.1%
12.013571428571428
3
<0.1%
2.2936507936507935
3
<0.1%
40.0
3
<0.1%
SMALLEST VALUES
0.032486603997741045
1
<0.1%
0.03890837455543405
2
<0.1%
0.047681327440040576
1
<0.1%
0.048925810254979434
1
<0.1%
0.051917798324183764
1
<0.1%
0.05883946771554075
1
<0.1%
0.06097160004701339
1
<0.1%
0.06539432360610124
1
<0.1%
0.07542558395615064
1
<0.1%
0.08011714786458814
1
<0.1%
0.08032201827325916
1
<0.1%
0.08667651834418842
1
<0.1%
0.10891367150304224
1
<0.1%
0.11021177903762358
1
<0.1%
0.11952020202020203
1
<0.1%
LARGEST VALUES
1604.5253108348136
1
<0.1%
1526.0023529411765
1
<0.1%
1502.2745411013568
1
<0.1%
1454.7249357326477
1
<0.1%
1304.1764705882354
1
<0.1%
1300.2210300429185
1
<0.1%
1228.5012285012285
1
<0.1%
1222.3861224489797
1
<0.1%
1156.121290801187
1
<0.1%
1129.644180874722
1
<0.1%
1102.0205555555556
1
<0.1%
1040.0746489283074
1
<0.1%
1012.2632751578166
1
<0.1%
1011.2156315422192
1
<0.1%
958.7814285714286
1
<0.1%
lot_dollar_sqft_bin
MISSING:
---
TOP CATEGORIES
0.3
11,204
31%
0.2
8,072
22%
0.4
7,467
21%
0.1
5,447
15%
0.5
3,274
9%
0.6
502
1%
0.0
316
<1%
0.7
88
<1%
0.8
11
<1%
0.9
3
<1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
lot_dollar_sqft_bin
PROVIDES INFORMATION ON...
baseline
1.00
tax_cluster_1000_to_3000
0.45
price_cluster_420000_to_870000
0.35
tax_cluster
0.30
tax_cluster_30000_to_40000
0.28
price_cluster
0.26
price_cluster_69000_to_210000
0.24
area_cluster_palmdale_landcaster
0.22
tax_cluster_16000_to_22000
0.21
tax_cluster_5000_to_6000
0.20
price_cluster_45000_to_173000
0.18
tax_cluster_8500_to_12000
0.18
price_cluster_144000_to_355000
0.12
price_cluster_34000_to_110000
0.11

THESE FEATURES
GIVE INFORMATION
ON lot_dollar_sqft_bin:
tax_cluster
0.23
tax_cluster_1000_to_3000
0.19
price_cluster
0.18
price_cluster_420000_to_870000
0.15
structure_dollar_sqft_bin
0.11
tax_cluster_5000_to_6000
0.08
acres_bin
0.07
area_cluster
0.07
price_cluster_69000_to_210000
0.06
price_cluster_144000_to_355000
0.05
tax_cluster_8500_to_12000
0.05
area_cluster_palmdale_landcaster
0.04
area_cluster_se_coast
0.03
fips
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
lot_dollar_sqft_bin
CORRELATION RATIO WITH...
land_dollar_per_sqft
0.97
landtaxvaluedollarcnt
0.71
taxvaluedollarcnt
0.63
taxamount
0.61
taxrate
0.46
scaled_taxrate
0.46
scaled_lotsizesquarefeet
0.45
scaled_acres
0.45
lotsizesquarefeet
0.45
acres
0.45
structure_dollar_per_sqft
0.45
latitude
0.40
scaled_latitude
0.40
structuretaxvaluedollarcnt
0.34
bath_bed_ratio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
scaled_bath_bed_ratio
1.00
bathroomcnt
0.68
scaled_bathroomcnt
0.68
calculatedfinishedsquarefeet
0.48
scaled_calculatedfinishedsquarefeet
0.48
structuretaxvaluedollarcnt
0.45
taxvaluedollarcnt
0.40
taxamount
0.40
age_bin
-0.34
yearbuilt
0.34
scaled_age
-0.34
age
-0.34
landtaxvaluedollarcnt
0.31
structure_dollar_per_sqft
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster
0.94
size_cluster_900_to_1200
0.52
size_cluster_2300_to_4400
0.50
sqft_bin
0.49
size_cluster_1300_to_2000
0.47
tax_cluster
0.38
size_cluster_2900_to_4000
0.36
size_cluster_1500_to_1900
0.35
structure_dollar_sqft_bin
0.32
area_cluster
0.30
acres_bin
0.28
price_cluster
0.25
price_cluster_420000_to_870000
0.24
area_cluster_se_coast
0.23
MOST FREQUENT VALUES
0.6666666666666666
9,596
26.4%
0.5
8,022
22.0%
1.0
5,347
14.7%
0.75
3,951
10.9%
0.3333333333333333
2,653
7.3%
0.8333333333333334
1,383
3.8%
0.625
1,138
3.1%
0.6
1,028
2.8%
0.8
446
1.2%
0.875
355
1.0%
1.25
325
0.9%
1.5
247
0.7%
0.4
241
0.7%
1.3333333333333333
234
0.6%
1.125
209
0.6%
SMALLEST VALUES
0.2
19
<0.1%
0.25
162
0.4%
0.2857142857142857
4
<0.1%
0.3
5
<0.1%
0.3333333333333333
2,653
7.3%
0.375
72
0.2%
0.4
241
0.7%
0.4166666666666667
9
<0.1%
0.42857142857142855
14
<0.1%
0.5
8,022
22.0%
0.5714285714285714
12
<0.1%
0.5833333333333334
12
<0.1%
0.6
1,028
2.8%
0.625
1,138
3.1%
0.6428571428571429
6
<0.1%
LARGEST VALUES
3.0
3
<0.1%
2.5
3
<0.1%
2.0
57
0.2%
1.8333333333333333
1
<0.1%
1.75
13
<0.1%
1.6666666666666667
21
<0.1%
1.625
2
<0.1%
1.5
247
0.7%
1.4
19
<0.1%
1.375
29
<0.1%
1.3333333333333333
234
0.6%
1.3
14
<0.1%
1.25
325
0.9%
1.2
92
0.3%
1.1666666666666667
165
0.5%
cola
MISSING:
---
TOP CATEGORIES
0
28,348
78%
1
8,036
22%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cola
PROVIDES INFORMATION ON...
baseline
1.00
area_cluster_santa_clarita
0.33
area_cluster
0.15
fips
0.13
regionidcounty
0.13
county
0.13
area_cluster_la_newer
0.11
area_cluster_se_coast
0.09
area_cluster_palmdale_landcaster
0.06
area_cluster_la_older
0.04
price_cluster_69000_to_210000
0.04
area_cluster_northwest_costal
0.03
price_cluster_45000_to_173000
0.02
price_cluster
0.02

THESE FEATURES
GIVE INFORMATION
ON cola:
area_cluster
0.47
area_cluster_santa_clarita
0.29
fips
0.22
regionidcounty
0.22
county
0.22
area_cluster_la_newer
0.14
area_cluster_se_coast
0.07
price_cluster
0.04
area_cluster_la_older
0.04
area_cluster_palmdale_landcaster
0.03
price_cluster_69000_to_210000
0.03
area_cluster_northwest_costal
0.02
bedroomcnt
0.02
scaled_bedroomcnt
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cola
CORRELATION RATIO WITH...
regionidzip
0.44
parcelid
0.36
scaled_longitude
0.33
longitude
0.33
age
0.32
scaled_age
0.32
yearbuilt
0.32
age_bin
0.31
regionidcity
0.23
scaled_latitude
0.20
latitude
0.20
landtaxvaluedollarcnt
0.08
taxamount
0.08
taxvaluedollarcnt
0.07
logerror_bins
MISSING:
---
TOP CATEGORIES
(-0.05, 0.05]
23,495
65%
(0.05, 0.2]
5,986
16%
(-0.2, -0.05]
4,385
12%
(0.2, 4.0]
1,646
5%
(-5.0, -0.2]
872
2%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
logerror_bins
PROVIDES INFORMATION ON...
baseline
1.00
tax_cluster_30000_to_40000
0.03
area_cluster_la_older
0.02
price_cluster_34000_to_110000
0.02
size_cluster_2300_to_4400
0.02
cola
0.02
tax_cluster_16000_to_22000
0.01
area_cluster
0.01
fips
0.01
regionidcounty
0.01
county
0.01
size_cluster_2900_to_4000
0.01
size_cluster_900_to_1200
0.01
area_cluster_se_coast
0.01

THESE FEATURES
GIVE INFORMATION
ON logerror_bins:
area_cluster
0.02
sqft_bin
0.01
area_cluster_la_older
0.01
size_cluster
0.01
tax_cluster
0.01
cola
0.01
bedroomcnt
0.01
scaled_bedroomcnt
0.01
structure_dollar_sqft_bin
0.01
fips
0.01
regionidcounty
0.01
county
0.01
acres_bin
0.01
lot_dollar_sqft_bin
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
logerror_bins
CORRELATION RATIO WITH...
scaled_age
0.17
age
0.17
yearbuilt
0.17
age_bin
0.17
regionidzip
0.12
scaled_calculatedfinishedsquarefeet
0.10
calculatedfinishedsquarefeet
0.10
bathroomcnt
0.10
scaled_bathroomcnt
0.10
parcelid
0.09
taxvaluedollarcnt
0.08
taxamount
0.08
landtaxvaluedollarcnt
0.08
structuretaxvaluedollarcnt
0.08
baseline
MISSING:
---
TOP CATEGORIES
0.017912521043989285
36,384
100%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
baseline
PROVIDES INFORMATION ON...
price_cluster_34000_to_110000
0.00
tax_cluster_30000_to_40000
0.00
price_cluster_45000_to_173000
0.00
lot_dollar_sqft_bin
0.00
area_cluster_palmdale_landcaster
0.00
price_cluster_420000_to_870000
0.00
tax_cluster_8500_to_12000
0.00
structure_dollar_sqft_bin
0.00
size_cluster
0.00
bedroomcnt
0.00
fips
0.00
regionidcounty
0.00
county
0.00
acres_bin
0.00

THESE FEATURES
GIVE INFORMATION
ON baseline:
bedroomcnt
1.00
fips
1.00
regionidcounty
1.00
county
1.00
acres_bin
1.00
sqft_bin
1.00
structure_dollar_sqft_bin
1.00
lot_dollar_sqft_bin
1.00
cola
1.00
logerror_bins
1.00
scaled_bedroomcnt
1.00
area_cluster
1.00
size_cluster
1.00
price_cluster
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
baseline
CORRELATION RATIO WITH...
Unnamed: 0
0.00
parcelid
0.00
bathroomcnt
0.00
calculatedfinishedsquarefeet
0.00
latitude
0.00
longitude
0.00
lotsizesquarefeet
0.00
regionidcity
0.00
regionidzip
0.00
yearbuilt
0.00
structuretaxvaluedollarcnt
0.00
taxvaluedollarcnt
0.00
landtaxvaluedollarcnt
0.00
taxamount
0.00
scaled_latitude
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
latitude
1.00
longitude
-0.54
scaled_longitude
-0.54
land_dollar_per_sqft
-0.29
taxrate
0.26
scaled_taxrate
0.26
parcelid
-0.23
landtaxvaluedollarcnt
-0.22
taxvaluedollarcnt
-0.17
acres
0.14
lotsizesquarefeet
0.14
scaled_lotsizesquarefeet
0.14
scaled_acres
0.14
taxamount
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
0.90
fips
0.69
regionidcounty
0.69
county
0.69
area_cluster_palmdale_landcaster
0.62
area_cluster_se_coast
0.56
lot_dollar_sqft_bin
0.40
acres_bin
0.32
price_cluster
0.29
area_cluster_la_newer
0.29
area_cluster_santa_clarita
0.29
area_cluster_northwest_costal
0.27
tax_cluster
0.24
price_cluster_69000_to_210000
0.23
MOST FREQUENT VALUES
0.4759273580302654
4
<0.1%
0.9318648550572028
4
<0.1%
0.46146705573594105
4
<0.1%
0.8352562543066995
3
<0.1%
0.42259297364812554
3
<0.1%
0.5207067940791532
3
<0.1%
0.3735656241802836
3
<0.1%
0.45531230420251845
3
<0.1%
0.6391550111243554
3
<0.1%
0.6300367096917121
3
<0.1%
0.13069452127218995
3
<0.1%
0.590599954061922
3
<0.1%
0.3563898104442558
3
<0.1%
0.2916490548035888
3
<0.1%
0.3900129523643834
3
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.00025347491685323575
1
<0.1%
0.0002928892470919209
1
<0.1%
0.0023111747780895087
1
<0.1%
0.0023363184025519956
1
<0.1%
0.0349829363132379
1
<0.1%
0.03587587476028631
1
<0.1%
0.03613478613648624
1
<0.1%
0.03672736020484635
1
<0.1%
0.03944015341688001
1
<0.1%
0.041765598900745715
1
<0.1%
0.04223177528939104
1
<0.1%
0.04243156517024005
1
<0.1%
0.04253078055323911
1
<0.1%
0.04350458633301457
1
<0.1%
LARGEST VALUES
1.0
1
<0.1%
0.9963018485320916
1
<0.1%
0.9839216714937891
1
<0.1%
0.9820712366450017
1
<0.1%
0.970029479200786
1
<0.1%
0.9660615434379949
1
<0.1%
0.9636722195568481
1
<0.1%
0.9618890608924247
1
<0.1%
0.9600311509120338
1
<0.1%
0.959972708974103
1
<0.1%
0.958904444713248
1
<0.1%
0.9580352907758254
1
<0.1%
0.9574087388365733
1
<0.1%
0.9541149240322788
1
<0.1%
0.9508571257711331
1
<0.1%
scaled_longitude
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
longitude
1.00
scaled_latitude
-0.54
latitude
-0.54
regionidzip
0.22
structure_dollar_per_sqft
-0.12
scaled_age
-0.11
yearbuilt
0.11
age
-0.11
age_bin
-0.10
parcelid
-0.08
land_dollar_per_sqft
0.07
lotsizesquarefeet
-0.06
scaled_lotsizesquarefeet
-0.06
scaled_acres
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
0.91
fips
0.84
regionidcounty
0.84
county
0.84
area_cluster_northwest_costal
0.68
area_cluster_se_coast
0.51
area_cluster_la_newer
0.37
cola
0.33
area_cluster_santa_clarita
0.33
structure_dollar_sqft_bin
0.17
lot_dollar_sqft_bin
0.14
acres_bin
0.13
area_cluster_la_older
0.08
price_cluster
0.08
MOST FREQUENT VALUES
0.8619694817510108
7
<0.1%
0.5838631749930485
5
<0.1%
0.8525103695517515
5
<0.1%
0.565804153285967
4
<0.1%
0.855663406951507
4
<0.1%
0.6433588887014565
4
<0.1%
0.7882772171502168
3
<0.1%
0.7353224795275963
3
<0.1%
0.8519848633184566
3
<0.1%
0.8404237261860246
3
<0.1%
0.5860787092726127
3
<0.1%
0.8598674568178382
3
<0.1%
0.8798366936829396
3
<0.1%
0.7015991680185323
3
<0.1%
0.9560350975103091
3
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.0456764762915185
1
<0.1%
0.050767580679654145
1
<0.1%
0.05440198178910549
1
<0.1%
0.06317268082275262
1
<0.1%
0.08345879794652689
1
<0.1%
0.08381298914776636
1
<0.1%
0.08554610870516655
1
<0.1%
0.08558447066019426
1
<0.1%
0.08570901563748379
1
<0.1%
0.08661288635875053
1
<0.1%
0.08862452421978873
1
<0.1%
0.08869021249895326
1
<0.1%
0.08887256316190673
1
<0.1%
0.08950684918549001
1
<0.1%
LARGEST VALUES
1.0
1
<0.1%
0.9999563829826315
1
<0.1%
0.9997761343446143
1
<0.1%
0.9997719302947488
1
<0.1%
0.9992022815378618
1
<0.1%
0.9987014740975368
1
<0.1%
0.9986494489804443
1
<0.1%
0.9986021534194478
1
<0.1%
0.9985990003820433
1
<0.1%
0.9985690465267467
1
<0.1%
0.9984981031852485
1
<0.1%
0.9983567420084967
1
<0.1%
0.9981460140089453
1
<0.1%
0.9979920406825897
1
<0.1%
0.9978364908375426
1
<0.1%
scaled_bathroomcnt
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bathroomcnt
1.00
calculatedfinishedsquarefeet
0.85
scaled_calculatedfinishedsquarefeet
0.85
structuretaxvaluedollarcnt
0.68
bath_bed_ratio
0.68
scaled_bath_bed_ratio
0.68
taxamount
0.55
taxvaluedollarcnt
0.55
yearbuilt
0.53
scaled_age
-0.53
age
-0.53
age_bin
-0.53
landtaxvaluedollarcnt
0.40
structure_dollar_per_sqft
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster
0.89
sqft_bin
0.84
bedroomcnt
0.64
scaled_bedroomcnt
0.64
size_cluster_900_to_1200
0.58
size_cluster_2900_to_4000
0.54
tax_cluster
0.52
area_cluster
0.39
structure_dollar_sqft_bin
0.38
size_cluster_2300_to_4400
0.37
acres_bin
0.36
tax_cluster_1000_to_3000
0.32
tax_cluster_16000_to_22000
0.30
size_cluster_1500_to_2800
0.29
MOST FREQUENT VALUES
0.16666666666666666
15,467
42.5%
0.33333333333333337
7,367
20.2%
0.0
6,696
18.4%
0.24999999999999997
2,740
7.5%
0.5
1,478
4.1%
0.41666666666666663
642
1.8%
0.08333333333333334
606
1.7%
0.6666666666666666
519
1.4%
0.5833333333333334
463
1.3%
0.8333333333333334
168
0.5%
0.75
166
0.5%
0.9999999999999999
44
0.1%
0.9166666666666666
28
<0.1%
SMALLEST VALUES
0.0
6,696
18.4%
0.08333333333333334
606
1.7%
0.16666666666666666
15,467
42.5%
0.24999999999999997
2,740
7.5%
0.33333333333333337
7,367
20.2%
0.41666666666666663
642
1.8%
0.5
1,478
4.1%
0.5833333333333334
463
1.3%
0.6666666666666666
519
1.4%
0.75
166
0.5%
0.8333333333333334
168
0.5%
0.9166666666666666
28
<0.1%
0.9999999999999999
44
0.1%
LARGEST VALUES
0.9999999999999999
44
0.1%
0.9166666666666666
28
<0.1%
0.8333333333333334
168
0.5%
0.75
166
0.5%
0.6666666666666666
519
1.4%
0.5833333333333334
463
1.3%
0.5
1,478
4.1%
0.41666666666666663
642
1.8%
0.33333333333333337
7,367
20.2%
0.24999999999999997
2,740
7.5%
0.16666666666666666
15,467
42.5%
0.08333333333333334
606
1.7%
0.0
6,696
18.4%
scaled_taxrate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
taxrate
1.00
landtaxvaluedollarcnt
-0.30
taxvaluedollarcnt
-0.29
latitude
0.26
scaled_latitude
0.26
structure_dollar_per_sqft
-0.26
land_dollar_per_sqft
-0.24
structuretaxvaluedollarcnt
-0.21
taxamount
-0.20
calculatedfinishedsquarefeet
-0.18
scaled_calculatedfinishedsquarefeet
-0.18
parcelid
-0.17
bathroomcnt
-0.17
scaled_bathroomcnt
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_cluster
0.92
price_cluster_45000_to_173000
0.56
price_cluster_34000_to_110000
0.53
lot_dollar_sqft_bin
0.46
price_cluster_420000_to_870000
0.44
price_cluster_69000_to_210000
0.42
tax_cluster
0.40
tax_cluster_1000_to_3000
0.40
area_cluster
0.40
structure_dollar_sqft_bin
0.38
area_cluster_palmdale_landcaster
0.33
fips
0.26
regionidcounty
0.26
county
0.26
MOST FREQUENT VALUES
0.17070655224625542
3
<0.1%
0.12167155723276964
3
<0.1%
0.1307477565440102
3
<0.1%
0.14233120634345067
3
<0.1%
0.12175313546835935
2
<0.1%
0.10462184642552758
2
<0.1%
0.12707985937687635
2
<0.1%
0.11773749017813788
2
<0.1%
0.11484349666836394
2
<0.1%
0.13280998362364094
2
<0.1%
0.10776323783121657
2
<0.1%
0.15915456639816858
2
<0.1%
0.11256566120844827
2
<0.1%
0.11677035431838886
2
<0.1%
0.10262335169710672
2
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.0006431703100028932
1
<0.1%
0.001386611306940973
1
<0.1%
0.003648884147327777
1
<0.1%
0.007076013487712276
1
<0.1%
0.007128925896360144
1
<0.1%
0.007318076396965094
1
<0.1%
0.007796469603172106
1
<0.1%
0.007796873456760571
1
<0.1%
0.009334142429845472
1
<0.1%
0.00997982799505009
1
<0.1%
0.010854830884023734
1
<0.1%
0.012947546001865403
1
<0.1%
0.013031320371381909
1
<0.1%
0.013303046715773596
1
<0.1%
LARGEST VALUES
1.0
1
<0.1%
0.9271918463549383
1
<0.1%
0.9065072074801018
1
<0.1%
0.852107162144273
1
<0.1%
0.8382683241819691
1
<0.1%
0.835405610952797
1
<0.1%
0.8307590423058704
1
<0.1%
0.8204660006586023
1
<0.1%
0.8021853961074559
1
<0.1%
0.7935295773350026
1
<0.1%
0.7897346364088349
1
<0.1%
0.7349400036626459
1
<0.1%
0.6713752352033824
1
<0.1%
0.6696482618977533
1
<0.1%
0.6516972693743027
1
<0.1%
scaled_bedroomcnt
MISSING:
---
TOP CATEGORIES
0.33333333333333337
16,527
45%
0.5
10,543
29%
0.16666666666666666
5,783
16%
0.6666666666666666
2,671
7%
0.0
409
1%
0.8333333333333334
397
1%
0.9999999999999999
54
<1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
scaled_bedroomcnt
PROVIDES INFORMATION ON...
bedroomcnt
1.00
baseline
1.00
size_cluster_1250_to_1650
0.33
size_cluster
0.29
size_cluster_1500_to_1900
0.24
size_cluster_1500_to_2800
0.24
size_cluster_900_to_1200
0.24
size_cluster_1300_to_2000
0.22
sqft_bin
0.15
size_cluster_2900_to_4000
0.15
area_cluster_la_older
0.09
tax_cluster_30000_to_40000
0.08
tax_cluster_16000_to_22000
0.05
area_cluster
0.04

THESE FEATURES
GIVE INFORMATION
ON scaled_bedroomcnt:
bedroomcnt
1.00
size_cluster
0.40
sqft_bin
0.24
size_cluster_1250_to_1650
0.14
size_cluster_1500_to_2800
0.09
size_cluster_900_to_1200
0.08
size_cluster_1500_to_1900
0.07
size_cluster_1300_to_2000
0.07
area_cluster
0.05
acres_bin
0.04
size_cluster_2900_to_4000
0.03
area_cluster_la_older
0.03
tax_cluster
0.03
tax_cluster_1000_to_3000
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
scaled_bedroomcnt
CORRELATION RATIO WITH...
calculatedfinishedsquarefeet
0.64
scaled_calculatedfinishedsquarefeet
0.64
scaled_bathroomcnt
0.64
bathroomcnt
0.64
structuretaxvaluedollarcnt
0.42
yearbuilt
0.42
age
0.42
scaled_age
0.42
age_bin
0.41
taxamount
0.30
taxvaluedollarcnt
0.30
regionidzip
0.22
bath_bed_ratio
0.21
scaled_bath_bed_ratio
0.21
scaled_lotsizesquarefeet
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lotsizesquarefeet
1.00
scaled_acres
1.00
acres
1.00
calculatedfinishedsquarefeet
0.21
scaled_calculatedfinishedsquarefeet
0.21
structuretaxvaluedollarcnt
0.17
scaled_bathroomcnt
0.15
bathroomcnt
0.15
latitude
0.14
scaled_latitude
0.14
taxvaluedollarcnt
0.12
taxamount
0.12
land_dollar_per_sqft
-0.11
scaled_bath_bed_ratio
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
acres_bin
0.96
lot_dollar_sqft_bin
0.45
sqft_bin
0.20
size_cluster
0.18
area_cluster
0.16
size_cluster_2900_to_4000
0.14
tax_cluster
0.12
area_cluster_palmdale_landcaster
0.12
bedroomcnt
0.10
scaled_bedroomcnt
0.10
structure_dollar_sqft_bin
0.09
size_cluster_2300_to_4400
0.08
tax_cluster_30000_to_40000
0.08
tax_cluster_16000_to_22000
0.08
MOST FREQUENT VALUES
0.00752152455717742
603
1.7%
0.006216610511865584
287
0.8%
0.009087421411551623
210
0.6%
0.008826438602489255
209
0.6%
0.008173981579833338
196
0.5%
0.009478895625145173
139
0.4%
0.00830447298436452
113
0.3%
0.004911696466553748
102
0.3%
0.006738576129990318
97
0.3%
0.006869067534521501
90
0.2%
0.008500210091161297
88
0.2%
0.01013135264780109
88
0.2%
0.00791299877077097
83
0.2%
0.006477593320927951
80
0.2%
0.007652015961708602
77
0.2%
SMALLEST VALUES
0.0
1
<0.1%
0.0003966938697747979
7
<0.1%
0.00046454940013101337
1
<0.1%
0.0004671592282216371
1
<0.1%
0.0005271852743059815
3
<0.1%
0.0005350147585778525
4
<0.1%
0.000610699773205939
2
<0.1%
0.0006315783979309284
1
<0.1%
0.000657676678837165
1
<0.1%
0.0006968241001965201
5
<0.1%
0.0007046535844683912
1
<0.1%
0.0007098732406496384
2
<0.1%
0.0007150928968308859
4
<0.1%
0.0007359715215558751
3
<0.1%
0.0007411911777371225
1
<0.1%
LARGEST VALUES
1.0000000000000002
1
<0.1%
0.8836773521728125
1
<0.1%
0.8767887109276113
1
<0.1%
0.8136269563923826
1
<0.1%
0.7624860700425664
1
<0.1%
0.726915418081411
2
<0.1%
0.720056789859252
1
<0.1%
0.6905774766616124
4
<0.1%
0.600501869941827
1
<0.1%
0.577779401670812
5
<0.1%
0.5743657465282762
1
<0.1%
0.5737968040045203
1
<0.1%
0.5719020688107275
1
<0.1%
0.5676780620460531
1
<0.1%
0.5667411337615192
1
<0.1%
scaled_age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
yearbuilt
-1.00
age
1.00
age_bin
0.99
regionidzip
-0.54
scaled_bathroomcnt
-0.53
bathroomcnt
-0.53
calculatedfinishedsquarefeet
-0.47
scaled_calculatedfinishedsquarefeet
-0.47
structuretaxvaluedollarcnt
-0.41
bath_bed_ratio
-0.34
scaled_bath_bed_ratio
-0.34
structure_dollar_per_sqft
-0.25
parcelid
-0.23
taxamount
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
0.80
area_cluster_la_older
0.63
size_cluster
0.52
sqft_bin
0.51
area_cluster_se_coast
0.44
bedroomcnt
0.42
scaled_bedroomcnt
0.42
size_cluster_900_to_1200
0.40
fips
0.39
regionidcounty
0.39
county
0.39
structure_dollar_sqft_bin
0.36
cola
0.32
area_cluster_palmdale_landcaster
0.31
MOST FREQUENT VALUES
0.4485294117647059
1,340
3.7%
0.4852941176470588
1,147
3.2%
0.4558823529411765
1,109
3.0%
0.4632352941176471
1,072
2.9%
0.44117647058823534
972
2.7%
0.3823529411764706
946
2.6%
0.47058823529411764
847
2.3%
0.47794117647058826
812
2.2%
0.41911764705882354
742
2.0%
0.3970588235294118
727
2.0%
0.375
723
2.0%
0.3897058823529412
714
2.0%
0.4338235294117647
694
1.9%
0.5073529411764706
682
1.9%
0.49264705882352944
680
1.9%
SMALLEST VALUES
0.0
1
<0.1%
0.007352941176470588
33
<0.1%
0.014705882352941175
79
0.2%
0.022058823529411763
82
0.2%
0.029411764705882353
60
0.2%
0.036764705882352935
51
0.1%
0.044117647058823525
70
0.2%
0.051470588235294115
59
0.2%
0.058823529411764705
81
0.2%
0.0661764705882353
218
0.6%
0.07352941176470588
287
0.8%
0.08088235294117646
318
0.9%
0.08823529411764705
264
0.7%
0.09558823529411764
277
0.8%
0.10294117647058823
284
0.8%
LARGEST VALUES
1.0
1
<0.1%
0.9632352941176471
3
<0.1%
0.9485294117647058
3
<0.1%
0.9411764705882353
2
<0.1%
0.9338235294117647
1
<0.1%
0.9264705882352942
5
<0.1%
0.9117647058823529
1
<0.1%
0.9044117647058824
2
<0.1%
0.8897058823529412
7
<0.1%
0.8823529411764706
4
<0.1%
0.875
1
<0.1%
0.8676470588235294
4
<0.1%
0.8602941176470589
1
<0.1%
0.8529411764705882
6
<0.1%
0.8455882352941176
11
<0.1%
scaled_acres
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
scaled_lotsizesquarefeet
1.00
lotsizesquarefeet
1.00
acres
1.00
calculatedfinishedsquarefeet
0.21
scaled_calculatedfinishedsquarefeet
0.21
structuretaxvaluedollarcnt
0.17
scaled_bathroomcnt
0.15
bathroomcnt
0.15
latitude
0.14
scaled_latitude
0.14
taxvaluedollarcnt
0.12
taxamount
0.12
land_dollar_per_sqft
-0.11
scaled_bath_bed_ratio
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
acres_bin
0.96
lot_dollar_sqft_bin
0.45
sqft_bin
0.20
size_cluster
0.18
area_cluster
0.16
size_cluster_2900_to_4000
0.14
tax_cluster
0.12
area_cluster_palmdale_landcaster
0.12
bedroomcnt
0.10
scaled_bedroomcnt
0.10
structure_dollar_sqft_bin
0.09
size_cluster_2300_to_4400
0.08
tax_cluster_30000_to_40000
0.08
tax_cluster_16000_to_22000
0.08
MOST FREQUENT VALUES
0.00752152455717742
603
1.7%
0.006216610511865584
287
0.8%
0.009087421411551623
210
0.6%
0.008826438602489255
209
0.6%
0.008173981579833338
196
0.5%
0.009478895625145173
139
0.4%
0.00830447298436452
113
0.3%
0.004911696466553748
102
0.3%
0.006738576129990318
97
0.3%
0.006869067534521502
90
0.2%
0.008500210091161297
88
0.2%
0.01013135264780109
88
0.2%
0.00791299877077097
83
0.2%
0.00647759332092795
80
0.2%
0.007652015961708602
77
0.2%
SMALLEST VALUES
0.0
1
<0.1%
0.000396693869774798
7
<0.1%
0.00046454940013101337
1
<0.1%
0.000467159228221637
1
<0.1%
0.0005271852743059815
3
<0.1%
0.0005350147585778524
4
<0.1%
0.000610699773205939
2
<0.1%
0.0006315783979309284
1
<0.1%
0.000657676678837165
1
<0.1%
0.0006968241001965201
5
<0.1%
0.000704653584468391
1
<0.1%
0.0007098732406496384
2
<0.1%
0.0007150928968308857
4
<0.1%
0.0007359715215558751
3
<0.1%
0.0007411911777371225
1
<0.1%
LARGEST VALUES
1.0
1
<0.1%
0.8836773521728124
1
<0.1%
0.8767887109276113
1
<0.1%
0.8136269563923826
1
<0.1%
0.7624860700425664
1
<0.1%
0.7269154180814111
2
<0.1%
0.720056789859252
1
<0.1%
0.6905774766616124
4
<0.1%
0.600501869941827
1
<0.1%
0.577779401670812
5
<0.1%
0.5743657465282762
1
<0.1%
0.5737968040045203
1
<0.1%
0.5719020688107275
1
<0.1%
0.5676780620460531
1
<0.1%
0.5667411337615192
1
<0.1%
scaled_bath_bed_ratio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bath_bed_ratio
1.00
bathroomcnt
0.68
scaled_bathroomcnt
0.68
calculatedfinishedsquarefeet
0.48
scaled_calculatedfinishedsquarefeet
0.48
structuretaxvaluedollarcnt
0.45
taxvaluedollarcnt
0.40
taxamount
0.40
age_bin
-0.34
scaled_age
-0.34
yearbuilt
0.34
age
-0.34
landtaxvaluedollarcnt
0.31
structure_dollar_per_sqft
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster
0.94
size_cluster_900_to_1200
0.52
size_cluster_2300_to_4400
0.50
sqft_bin
0.49
size_cluster_1300_to_2000
0.47
tax_cluster
0.38
size_cluster_2900_to_4000
0.36
size_cluster_1500_to_1900
0.35
structure_dollar_sqft_bin
0.32
area_cluster
0.30
acres_bin
0.28
price_cluster
0.25
price_cluster_420000_to_870000
0.24
area_cluster_se_coast
0.23
MOST FREQUENT VALUES
0.16666666666666663
9,596
26.4%
0.10714285714285714
8,022
22.0%
0.2857142857142857
5,347
14.7%
0.1964285714285714
3,951
10.9%
0.0476190476190476
2,653
7.3%
0.22619047619047616
1,383
3.8%
0.1517857142857143
1,138
3.1%
0.14285714285714285
1,028
2.8%
0.2142857142857143
446
1.2%
0.24107142857142855
355
1.0%
0.375
325
0.9%
0.46428571428571425
247
0.7%
0.07142857142857144
241
0.7%
0.4047619047619047
234
0.6%
0.33035714285714285
209
0.6%
SMALLEST VALUES
0.0
19
<0.1%
0.01785714285714285
162
0.4%
0.030612244897959176
4
<0.1%
0.0357142857142857
5
<0.1%
0.0476190476190476
2,653
7.3%
0.062499999999999986
72
0.2%
0.07142857142857144
241
0.7%
0.07738095238095237
9
<0.1%
0.08163265306122448
14
<0.1%
0.10714285714285714
8,022
22.0%
0.13265306122448978
12
<0.1%
0.13690476190476192
12
<0.1%
0.14285714285714285
1,028
2.8%
0.1517857142857143
1,138
3.1%
0.15816326530612246
6
<0.1%
LARGEST VALUES
1.0
3
<0.1%
0.8214285714285715
3
<0.1%
0.6428571428571429
57
0.2%
0.5833333333333334
1
<0.1%
0.5535714285714286
13
<0.1%
0.5238095238095238
21
<0.1%
0.5089285714285715
2
<0.1%
0.46428571428571425
247
0.7%
0.42857142857142855
19
<0.1%
0.41964285714285715
29
<0.1%
0.4047619047619047
234
0.6%
0.39285714285714285
14
<0.1%
0.375
325
0.9%
0.3571428571428571
92
0.3%
0.34523809523809523
165
0.5%
scaled_calculatedfinishedsquarefeet
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
calculatedfinishedsquarefeet
1.00
scaled_bathroomcnt
0.85
bathroomcnt
0.85
structuretaxvaluedollarcnt
0.77
taxvaluedollarcnt
0.62
taxamount
0.62
bath_bed_ratio
0.48
scaled_bath_bed_ratio
0.48
yearbuilt
0.47
age
-0.47
scaled_age
-0.47
age_bin
-0.47
landtaxvaluedollarcnt
0.45
structure_dollar_per_sqft
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sqft_bin
0.98
size_cluster
0.84
bedroomcnt
0.64
scaled_bedroomcnt
0.64
tax_cluster
0.59
size_cluster_2900_to_4000
0.57
acres_bin
0.46
size_cluster_900_to_1200
0.43
area_cluster
0.37
structure_dollar_sqft_bin
0.36
tax_cluster_16000_to_22000
0.35
tax_cluster_1000_to_3000
0.34
size_cluster_1500_to_2800
0.34
size_cluster_2300_to_4400
0.30
MOST FREQUENT VALUES
0.08010118043844856
89
0.2%
0.08853288364249579
85
0.2%
0.07588532883642495
72
0.2%
0.060708263069139956
62
0.2%
0.08600337268128161
61
0.2%
0.07166947723440134
60
0.2%
0.09907251264755479
58
0.2%
0.09190556492411467
58
0.2%
0.12752951096121415
58
0.2%
0.11382799325463744
56
0.2%
0.0948566610455312
55
0.2%
0.10118043844856661
55
0.2%
0.10961214165261382
54
0.1%
0.09359190556492411
54
0.1%
0.09274873524451938
53
0.1%
SMALLEST VALUES
0.0
2
<0.1%
0.0018971332209106184
1
<0.1%
0.002107925801011802
1
<0.1%
0.0025295109612141625
1
<0.1%
0.004215851602023604
2
<0.1%
0.004637436762225965
1
<0.1%
0.005375210792580097
1
<0.1%
0.00611298482293423
1
<0.1%
0.008431703204047215
4
<0.1%
0.008537099494097804
1
<0.1%
0.008642495784148392
1
<0.1%
0.009274873524451936
2
<0.1%
0.010012647554806069
1
<0.1%
0.010118043844856657
2
<0.1%
0.01032883642495784
2
<0.1%
LARGEST VALUES
0.9999999999999999
1
<0.1%
0.980185497470489
1
<0.1%
0.9723861720067454
1
<0.1%
0.9010328836424958
1
<0.1%
0.8805860033726812
1
<0.1%
0.8700463743676222
1
<0.1%
0.8451728499156829
1
<0.1%
0.8427487352445193
1
<0.1%
0.8355817875210793
1
<0.1%
0.8305227655986509
1
<0.1%
0.8268338954468802
1
<0.1%
0.8221964586846543
1
<0.1%
0.8212478920741989
1
<0.1%
0.8206155143338953
1
<0.1%
0.8138701517706576
1
<0.1%
area_cluster
MISSING:
---
TOP CATEGORIES
la_newer
11,652
32%
la_older
6,549
18%
santa_clarita
6,319
17%
se_coast
5,463
15%
northwest_costal
3,501
10%
palmdale_landcaster
2,900
8%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
area_cluster
PROVIDES INFORMATION ON...
baseline
1.00
area_cluster_la_newer
1.00
area_cluster_la_older
1.00
area_cluster_northwest_costal
1.00
area_cluster_palmdale_landcaster
1.00
area_cluster_santa_clarita
1.00
area_cluster_se_coast
1.00
fips
0.64
regionidcounty
0.64
county
0.64
cola
0.47
price_cluster_69000_to_210000
0.17
price_cluster_420000_to_870000
0.15
price_cluster
0.14

THESE FEATURES
GIVE INFORMATION
ON area_cluster:
area_cluster_la_newer
0.37
fips
0.32
regionidcounty
0.32
county
0.32
area_cluster_la_older
0.28
area_cluster_santa_clarita
0.27
area_cluster_se_coast
0.25
area_cluster_northwest_costal
0.19
area_cluster_palmdale_landcaster
0.16
cola
0.15
price_cluster
0.09
size_cluster
0.07
lot_dollar_sqft_bin
0.06
price_cluster_420000_to_870000
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster
CORRELATION RATIO WITH...
scaled_longitude
0.91
longitude
0.91
latitude
0.90
scaled_latitude
0.90
age
0.80
scaled_age
0.80
yearbuilt
0.80
age_bin
0.80
regionidzip
0.75
parcelid
0.65
taxrate
0.40
scaled_taxrate
0.40
bathroomcnt
0.39
scaled_bathroomcnt
0.39
size_cluster
MISSING:
---
TOP CATEGORIES
1250_to_1650
9,345
26%
1500_to_2800
7,231
20%
900_to_1200
6,482
18%
1300_to_2000
4,627
13%
1500_to_1900
4,570
13%
2900_to_4000
3,176
9%
2300_to_4400
953
3%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
size_cluster
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster_1250_to_1650
1.00
size_cluster_1300_to_2000
1.00
size_cluster_1500_to_1900
1.00
size_cluster_1500_to_2800
1.00
size_cluster_2300_to_4400
1.00
size_cluster_2900_to_4000
1.00
size_cluster_900_to_1200
1.00
bedroomcnt
0.40
scaled_bedroomcnt
0.40
sqft_bin
0.38
tax_cluster_30000_to_40000
0.27
tax_cluster_16000_to_22000
0.20
area_cluster_se_coast
0.13

THESE FEATURES
GIVE INFORMATION
ON size_cluster:
sqft_bin
0.42
size_cluster_1250_to_1650
0.31
bedroomcnt
0.29
scaled_bedroomcnt
0.29
size_cluster_1500_to_2800
0.28
size_cluster_900_to_1200
0.26
size_cluster_1300_to_2000
0.21
size_cluster_1500_to_1900
0.21
size_cluster_2900_to_4000
0.16
tax_cluster
0.08
size_cluster_2300_to_4400
0.07
area_cluster
0.06
acres_bin
0.06
structure_dollar_sqft_bin
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster
CORRELATION RATIO WITH...
scaled_bath_bed_ratio
0.94
bath_bed_ratio
0.94
scaled_bathroomcnt
0.89
bathroomcnt
0.89
calculatedfinishedsquarefeet
0.84
scaled_calculatedfinishedsquarefeet
0.84
structuretaxvaluedollarcnt
0.66
taxamount
0.56
taxvaluedollarcnt
0.56
age
0.52
scaled_age
0.52
yearbuilt
0.52
age_bin
0.52
landtaxvaluedollarcnt
0.42
price_cluster
MISSING:
---
TOP CATEGORIES
420000_to_870000
17,861
49%
144000_to_355000
12,488
34%
69000_to_210000
4,895
13%
45000_to_173000
1,077
3%
34000_to_110000
63
<1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
price_cluster
PROVIDES INFORMATION ON...
baseline
1.00
price_cluster_144000_to_355000
1.00
price_cluster_34000_to_110000
1.00
price_cluster_420000_to_870000
1.00
price_cluster_45000_to_173000
1.00
price_cluster_69000_to_210000
1.00
tax_cluster_1000_to_3000
0.37
area_cluster_palmdale_landcaster
0.26
tax_cluster
0.24
structure_dollar_sqft_bin
0.19
tax_cluster_8500_to_12000
0.18
lot_dollar_sqft_bin
0.18
tax_cluster_16000_to_22000
0.16
tax_cluster_30000_to_40000
0.13

THESE FEATURES
GIVE INFORMATION
ON price_cluster:
price_cluster_420000_to_870000
0.63
price_cluster_144000_to_355000
0.58
price_cluster_69000_to_210000
0.36
structure_dollar_sqft_bin
0.30
tax_cluster
0.26
lot_dollar_sqft_bin
0.26
tax_cluster_1000_to_3000
0.23
area_cluster
0.14
price_cluster_45000_to_173000
0.12
tax_cluster_8500_to_12000
0.07
area_cluster_palmdale_landcaster
0.07
tax_cluster_5000_to_6000
0.06
area_cluster_se_coast
0.04
size_cluster
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_cluster
CORRELATION RATIO WITH...
taxrate
0.92
scaled_taxrate
0.92
structure_dollar_per_sqft
0.56
taxvaluedollarcnt
0.53
landtaxvaluedollarcnt
0.50
taxamount
0.48
structuretaxvaluedollarcnt
0.45
land_dollar_per_sqft
0.43
latitude
0.29
scaled_latitude
0.29
bathroomcnt
0.28
scaled_bathroomcnt
0.28
scaled_calculatedfinishedsquarefeet
0.27
calculatedfinishedsquarefeet
0.27
tax_cluster
MISSING:
---
TOP CATEGORIES
1000_to_3000
15,680
43%
5000_to_6000
13,041
36%
8500_to_12000
5,424
15%
16000_to_22000
1,729
5%
30000_to_40000
510
1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tax_cluster
PROVIDES INFORMATION ON...
baseline
1.00
tax_cluster_1000_to_3000
1.00
tax_cluster_16000_to_22000
1.00
tax_cluster_30000_to_40000
1.00
tax_cluster_5000_to_6000
1.00
tax_cluster_8500_to_12000
1.00
price_cluster_420000_to_870000
0.39
price_cluster
0.26
lot_dollar_sqft_bin
0.23
size_cluster_2900_to_4000
0.21
price_cluster_69000_to_210000
0.20
size_cluster_2300_to_4400
0.18
price_cluster_144000_to_355000
0.15
structure_dollar_sqft_bin
0.15

THESE FEATURES
GIVE INFORMATION
ON tax_cluster:
tax_cluster_1000_to_3000
0.56
tax_cluster_5000_to_6000
0.54
tax_cluster_8500_to_12000
0.35
lot_dollar_sqft_bin
0.30
price_cluster
0.24
price_cluster_420000_to_870000
0.22
structure_dollar_sqft_bin
0.21
tax_cluster_16000_to_22000
0.16
sqft_bin
0.13
size_cluster
0.11
price_cluster_144000_to_355000
0.08
area_cluster
0.07
price_cluster_69000_to_210000
0.06
tax_cluster_30000_to_40000
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tax_cluster
CORRELATION RATIO WITH...
taxvaluedollarcnt
0.96
taxamount
0.94
landtaxvaluedollarcnt
0.93
structuretaxvaluedollarcnt
0.76
structure_dollar_per_sqft
0.63
land_dollar_per_sqft
0.60
calculatedfinishedsquarefeet
0.59
scaled_calculatedfinishedsquarefeet
0.59
scaled_bathroomcnt
0.52
bathroomcnt
0.52
taxrate
0.40
scaled_taxrate
0.40
scaled_bath_bed_ratio
0.38
bath_bed_ratio
0.38
area_cluster_la_newer
MISSING:
---
TOP CATEGORIES
0
24,732
68%
1
11,652
32%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
area_cluster_la_newer
PROVIDES INFORMATION ON...
baseline
1.00
area_cluster
0.37
area_cluster_la_older
0.17
area_cluster_santa_clarita
0.16
area_cluster_se_coast
0.15
cola
0.14
area_cluster_northwest_costal
0.12
area_cluster_palmdale_landcaster
0.12
fips
0.05
regionidcounty
0.05
county
0.05
size_cluster_2900_to_4000
0.03
tax_cluster_16000_to_22000
0.03
size_cluster_2300_to_4400
0.02

THESE FEATURES
GIVE INFORMATION
ON area_cluster_la_newer:
area_cluster
1.00
area_cluster_la_older
0.13
area_cluster_santa_clarita
0.12
cola
0.11
area_cluster_se_coast
0.10
fips
0.07
regionidcounty
0.07
county
0.07
structure_dollar_sqft_bin
0.07
area_cluster_northwest_costal
0.06
area_cluster_palmdale_landcaster
0.05
size_cluster
0.04
sqft_bin
0.03
price_cluster
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster_la_newer
CORRELATION RATIO WITH...
scaled_longitude
0.37
longitude
0.37
latitude
0.29
scaled_latitude
0.29
structure_dollar_per_sqft
0.22
structuretaxvaluedollarcnt
0.20
bath_bed_ratio
0.16
scaled_bath_bed_ratio
0.16
taxamount
0.16
calculatedfinishedsquarefeet
0.16
scaled_calculatedfinishedsquarefeet
0.16
taxvaluedollarcnt
0.16
scaled_bathroomcnt
0.12
bathroomcnt
0.12
area_cluster_la_older
MISSING:
---
TOP CATEGORIES
0
29,835
82%
1
6,549
18%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
area_cluster_la_older
PROVIDES INFORMATION ON...
baseline
1.00
area_cluster
0.28
area_cluster_la_newer
0.13
fips
0.08
regionidcounty
0.08
county
0.08
area_cluster_santa_clarita
0.08
size_cluster_900_to_1200
0.08
area_cluster_se_coast
0.08
area_cluster_northwest_costal
0.06
area_cluster_palmdale_landcaster
0.06
cola
0.04
bedroomcnt
0.03
scaled_bedroomcnt
0.03

THESE FEATURES
GIVE INFORMATION
ON area_cluster_la_older:
area_cluster
1.00
area_cluster_la_newer
0.17
fips
0.15
regionidcounty
0.15
county
0.15
size_cluster
0.10
bedroomcnt
0.09
scaled_bedroomcnt
0.09
size_cluster_900_to_1200
0.08
area_cluster_santa_clarita
0.08
sqft_bin
0.08
area_cluster_se_coast
0.07
structure_dollar_sqft_bin
0.04
area_cluster_northwest_costal
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster_la_older
CORRELATION RATIO WITH...
age
0.63
scaled_age
0.63
yearbuilt
0.63
age_bin
0.63
regionidzip
0.45
bathroomcnt
0.28
scaled_bathroomcnt
0.28
scaled_calculatedfinishedsquarefeet
0.20
calculatedfinishedsquarefeet
0.20
parcelid
0.18
bath_bed_ratio
0.15
scaled_bath_bed_ratio
0.15
structuretaxvaluedollarcnt
0.13
longitude
0.08
area_cluster_northwest_costal
MISSING:
---
TOP CATEGORIES
0
32,883
90%
1
3,501
10%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
area_cluster_northwest_costal
PROVIDES INFORMATION ON...
baseline
1.00
fips
0.28
regionidcounty
0.28
county
0.28
area_cluster
0.19
area_cluster_la_newer
0.06
area_cluster_la_older
0.04
area_cluster_santa_clarita
0.04
area_cluster_se_coast
0.04
area_cluster_palmdale_landcaster
0.03
price_cluster_420000_to_870000
0.02
cola
0.02
price_cluster_69000_to_210000
0.02
price_cluster
0.02

THESE FEATURES
GIVE INFORMATION
ON area_cluster_northwest_costal:
area_cluster
1.00
fips
0.75
regionidcounty
0.75
county
0.75
area_cluster_la_newer
0.12
structure_dollar_sqft_bin
0.08
area_cluster_la_older
0.06
area_cluster_santa_clarita
0.06
price_cluster
0.06
area_cluster_se_coast
0.05
price_cluster_420000_to_870000
0.05
cola
0.03
bedroomcnt
0.03
scaled_bedroomcnt
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster_northwest_costal
CORRELATION RATIO WITH...
longitude
0.68
scaled_longitude
0.68
parcelid
0.49
scaled_latitude
0.27
latitude
0.27
age_bin
0.23
yearbuilt
0.23
age
0.23
scaled_age
0.23
regionidzip
0.20
structure_dollar_per_sqft
0.15
structuretaxvaluedollarcnt
0.15
taxrate
0.13
scaled_taxrate
0.13
area_cluster_palmdale_landcaster
MISSING:
---
TOP CATEGORIES
0
33,484
92%
1
2,900
8%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
area_cluster_palmdale_landcaster
PROVIDES INFORMATION ON...
baseline
1.00
area_cluster
0.16
price_cluster_69000_to_210000
0.12
price_cluster_45000_to_173000
0.08
price_cluster
0.07
area_cluster_la_newer
0.05
price_cluster_420000_to_870000
0.05
fips
0.04
regionidcounty
0.04
county
0.04
tax_cluster_1000_to_3000
0.04
lot_dollar_sqft_bin
0.04
area_cluster_la_older
0.04
area_cluster_santa_clarita
0.03

THESE FEATURES
GIVE INFORMATION
ON area_cluster_palmdale_landcaster:
area_cluster
1.00
price_cluster
0.26
lot_dollar_sqft_bin
0.22
price_cluster_69000_to_210000
0.17
fips
0.13
regionidcounty
0.13
county
0.13
price_cluster_420000_to_870000
0.12
area_cluster_la_newer
0.12
tax_cluster
0.11
tax_cluster_1000_to_3000
0.10
acres_bin
0.07
area_cluster_la_older
0.06
area_cluster_santa_clarita
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster_palmdale_landcaster
CORRELATION RATIO WITH...
scaled_latitude
0.62
latitude
0.62
regionidzip
0.43
taxrate
0.33
scaled_taxrate
0.33
age
0.31
scaled_age
0.31
yearbuilt
0.31
age_bin
0.31
parcelid
0.22
landtaxvaluedollarcnt
0.18
land_dollar_per_sqft
0.17
taxvaluedollarcnt
0.14
scaled_lotsizesquarefeet
0.12
area_cluster_santa_clarita
MISSING:
---
TOP CATEGORIES
0
30,065
83%
1
6,319
17%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
area_cluster_santa_clarita
PROVIDES INFORMATION ON...
baseline
1.00
cola
0.29
area_cluster
0.27
area_cluster_la_newer
0.12
fips
0.09
regionidcounty
0.09
county
0.09
area_cluster_la_older
0.08
area_cluster_se_coast
0.07
area_cluster_northwest_costal
0.06
area_cluster_palmdale_landcaster
0.06
price_cluster_69000_to_210000
0.03
size_cluster_2300_to_4400
0.02
price_cluster_45000_to_173000
0.02

THESE FEATURES
GIVE INFORMATION
ON area_cluster_santa_clarita:
area_cluster
1.00
cola
0.33
fips
0.16
regionidcounty
0.16
county
0.16
area_cluster_la_newer
0.16
area_cluster_la_older
0.08
area_cluster_se_coast
0.07
acres_bin
0.04
area_cluster_northwest_costal
0.04
area_cluster_palmdale_landcaster
0.03
price_cluster
0.03
price_cluster_69000_to_210000
0.02
size_cluster
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster_santa_clarita
CORRELATION RATIO WITH...
scaled_longitude
0.33
longitude
0.33
parcelid
0.33
scaled_latitude
0.29
latitude
0.29
regionidzip
0.26
age
0.10
scaled_age
0.10
yearbuilt
0.10
age_bin
0.10
scaled_bath_bed_ratio
0.08
bath_bed_ratio
0.08
taxamount
0.08
structure_dollar_per_sqft
0.07
area_cluster_se_coast
MISSING:
---
TOP CATEGORIES
0
30,921
85%
1
5,463
15%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
area_cluster_se_coast
PROVIDES INFORMATION ON...
baseline
1.00
area_cluster
0.25
fips
0.25
regionidcounty
0.25
county
0.25
area_cluster_la_newer
0.10
cola
0.07
price_cluster_420000_to_870000
0.07
area_cluster_la_older
0.07
area_cluster_santa_clarita
0.07
area_cluster_northwest_costal
0.05
size_cluster_900_to_1200
0.05
area_cluster_palmdale_landcaster
0.05
size_cluster_2900_to_4000
0.05

THESE FEATURES
GIVE INFORMATION
ON area_cluster_se_coast:
area_cluster
1.00
fips
0.50
regionidcounty
0.50
county
0.50
area_cluster_la_newer
0.15
size_cluster
0.13
price_cluster
0.12
price_cluster_420000_to_870000
0.12
lot_dollar_sqft_bin
0.10
sqft_bin
0.10
cola
0.09
tax_cluster
0.09
area_cluster_la_older
0.08
area_cluster_santa_clarita
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
area_cluster_se_coast
CORRELATION RATIO WITH...
latitude
0.56
scaled_latitude
0.56
scaled_longitude
0.51
longitude
0.51
age_bin
0.44
yearbuilt
0.44
scaled_age
0.44
age
0.44
regionidzip
0.39
calculatedfinishedsquarefeet
0.28
scaled_calculatedfinishedsquarefeet
0.28
bathroomcnt
0.27
scaled_bathroomcnt
0.27
structuretaxvaluedollarcnt
0.25
size_cluster_1250_to_1650
MISSING:
---
TOP CATEGORIES
0
27,039
74%
1
9,345
26%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
size_cluster_1250_to_1650
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster
0.31
bedroomcnt
0.14
scaled_bedroomcnt
0.14
size_cluster_1500_to_2800
0.13
size_cluster_900_to_1200
0.13
size_cluster_1300_to_2000
0.11
size_cluster_1500_to_1900
0.11
size_cluster_2900_to_4000
0.09
sqft_bin
0.08
size_cluster_2300_to_4400
0.07
tax_cluster_30000_to_40000
0.04
tax_cluster_16000_to_22000
0.03
tax_cluster_8500_to_12000
0.02

THESE FEATURES
GIVE INFORMATION
ON size_cluster_1250_to_1650:
size_cluster
1.00
bedroomcnt
0.33
scaled_bedroomcnt
0.33
sqft_bin
0.29
size_cluster_1500_to_2800
0.12
size_cluster_900_to_1200
0.10
size_cluster_1300_to_2000
0.07
size_cluster_1500_to_1900
0.07
size_cluster_2900_to_4000
0.05
tax_cluster
0.04
area_cluster
0.02
acres_bin
0.02
tax_cluster_8500_to_12000
0.02
structure_dollar_sqft_bin
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster_1250_to_1650
CORRELATION RATIO WITH...
calculatedfinishedsquarefeet
0.28
scaled_calculatedfinishedsquarefeet
0.28
structuretaxvaluedollarcnt
0.21
taxvaluedollarcnt
0.17
taxamount
0.17
scaled_bathroomcnt
0.16
bathroomcnt
0.16
landtaxvaluedollarcnt
0.13
structure_dollar_per_sqft
0.10
land_dollar_per_sqft
0.08
scaled_bath_bed_ratio
0.07
bath_bed_ratio
0.07
latitude
0.06
scaled_latitude
0.06
size_cluster_1300_to_2000
MISSING:
---
TOP CATEGORIES
0
31,757
87%
1
4,627
13%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
size_cluster_1300_to_2000
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster
0.21
size_cluster_1250_to_1650
0.07
bedroomcnt
0.07
scaled_bedroomcnt
0.07
size_cluster_1500_to_2800
0.06
size_cluster_900_to_1200
0.06
size_cluster_1500_to_1900
0.05
size_cluster_2900_to_4000
0.04
size_cluster_2300_to_4400
0.03
sqft_bin
0.02
acres_bin
0.02
area_cluster_se_coast
0.01
tax_cluster_30000_to_40000
0.01

THESE FEATURES
GIVE INFORMATION
ON size_cluster_1300_to_2000:
size_cluster
1.00
bedroomcnt
0.22
scaled_bedroomcnt
0.22
size_cluster_1250_to_1650
0.11
sqft_bin
0.09
size_cluster_1500_to_2800
0.08
size_cluster_900_to_1200
0.07
acres_bin
0.06
size_cluster_1500_to_1900
0.05
size_cluster_2900_to_4000
0.03
lot_dollar_sqft_bin
0.02
area_cluster
0.02
size_cluster_2300_to_4400
0.01
area_cluster_se_coast
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster_1300_to_2000
CORRELATION RATIO WITH...
bath_bed_ratio
0.47
scaled_bath_bed_ratio
0.47
scaled_calculatedfinishedsquarefeet
0.12
calculatedfinishedsquarefeet
0.12
land_dollar_per_sqft
0.10
structuretaxvaluedollarcnt
0.06
scaled_bathroomcnt
0.04
bathroomcnt
0.04
structure_dollar_per_sqft
0.04
taxamount
0.03
scaled_longitude
0.03
longitude
0.03
taxvaluedollarcnt
0.03
latitude
0.03
size_cluster_1500_to_1900
MISSING:
---
TOP CATEGORIES
0
31,814
87%
1
4,570
13%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
size_cluster_1500_to_1900
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster
0.21
size_cluster_1250_to_1650
0.07
bedroomcnt
0.07
scaled_bedroomcnt
0.07
size_cluster_1500_to_2800
0.06
size_cluster_900_to_1200
0.06
size_cluster_1300_to_2000
0.05
size_cluster_2900_to_4000
0.04
sqft_bin
0.03
size_cluster_2300_to_4400
0.03
tax_cluster_30000_to_40000
0.02
area_cluster_se_coast
0.01
tax_cluster_16000_to_22000
0.01

THESE FEATURES
GIVE INFORMATION
ON size_cluster_1500_to_1900:
size_cluster
1.00
bedroomcnt
0.24
scaled_bedroomcnt
0.24
sqft_bin
0.18
size_cluster_1250_to_1650
0.11
size_cluster_1500_to_2800
0.08
size_cluster_900_to_1200
0.07
size_cluster_1300_to_2000
0.05
size_cluster_2900_to_4000
0.03
acres_bin
0.03
structure_dollar_sqft_bin
0.03
area_cluster
0.02
tax_cluster
0.02
area_cluster_se_coast
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster_1500_to_1900
CORRELATION RATIO WITH...
scaled_bath_bed_ratio
0.35
bath_bed_ratio
0.35
bathroomcnt
0.15
scaled_bathroomcnt
0.15
structure_dollar_per_sqft
0.12
structuretaxvaluedollarcnt
0.11
taxamount
0.10
taxvaluedollarcnt
0.10
landtaxvaluedollarcnt
0.08
land_dollar_per_sqft
0.08
age_bin
0.08
scaled_age
0.07
age
0.07
yearbuilt
0.07
size_cluster_1500_to_2800
MISSING:
---
TOP CATEGORIES
0
29,153
80%
1
7,231
20%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
size_cluster_1500_to_2800
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster
0.28
size_cluster_1250_to_1650
0.12
sqft_bin
0.11
size_cluster_900_to_1200
0.09
bedroomcnt
0.09
scaled_bedroomcnt
0.09
size_cluster_1300_to_2000
0.08
size_cluster_1500_to_1900
0.08
size_cluster_2900_to_4000
0.07
size_cluster_2300_to_4400
0.05
tax_cluster_8500_to_12000
0.03
area_cluster_se_coast
0.03
area_cluster_la_older
0.02

THESE FEATURES
GIVE INFORMATION
ON size_cluster_1500_to_2800:
size_cluster
1.00
sqft_bin
0.45
bedroomcnt
0.24
scaled_bedroomcnt
0.24
size_cluster_1250_to_1650
0.13
size_cluster_900_to_1200
0.09
size_cluster_1300_to_2000
0.06
size_cluster_1500_to_1900
0.06
area_cluster
0.05
size_cluster_2900_to_4000
0.04
tax_cluster
0.03
tax_cluster_8500_to_12000
0.02
structure_dollar_sqft_bin
0.02
area_cluster_la_older
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster_1500_to_2800
CORRELATION RATIO WITH...
calculatedfinishedsquarefeet
0.34
scaled_calculatedfinishedsquarefeet
0.34
scaled_bathroomcnt
0.29
bathroomcnt
0.29
age
0.27
scaled_age
0.27
yearbuilt
0.27
age_bin
0.27
regionidzip
0.15
structuretaxvaluedollarcnt
0.15
taxvaluedollarcnt
0.10
taxamount
0.10
parcelid
0.08
taxrate
0.08
size_cluster_2300_to_4400
MISSING:
---
TOP CATEGORIES
0
35,431
97%
1
953
3%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
size_cluster_2300_to_4400
PROVIDES INFORMATION ON...
baseline
1.00
tax_cluster_30000_to_40000
0.12
size_cluster
0.07
tax_cluster_16000_to_22000
0.04
tax_cluster
0.02
size_cluster_1250_to_1650
0.01
sqft_bin
0.01
size_cluster_1500_to_2800
0.01
size_cluster_900_to_1200
0.01
size_cluster_1300_to_2000
0.01
size_cluster_1500_to_1900
0.01
tax_cluster_1000_to_3000
0.01
size_cluster_2900_to_4000
0.01
price_cluster_420000_to_870000
0.01

THESE FEATURES
GIVE INFORMATION
ON size_cluster_2300_to_4400:
size_cluster
1.00
sqft_bin
0.22
tax_cluster
0.18
structure_dollar_sqft_bin
0.11
acres_bin
0.08
tax_cluster_30000_to_40000
0.08
size_cluster_1250_to_1650
0.07
tax_cluster_16000_to_22000
0.06
tax_cluster_1000_to_3000
0.05
size_cluster_1500_to_2800
0.05
price_cluster
0.05
lot_dollar_sqft_bin
0.04
price_cluster_420000_to_870000
0.04
size_cluster_900_to_1200
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster_2300_to_4400
CORRELATION RATIO WITH...
scaled_bath_bed_ratio
0.50
bath_bed_ratio
0.50
bathroomcnt
0.37
scaled_bathroomcnt
0.37
structuretaxvaluedollarcnt
0.33
taxamount
0.31
taxvaluedollarcnt
0.31
calculatedfinishedsquarefeet
0.30
scaled_calculatedfinishedsquarefeet
0.30
landtaxvaluedollarcnt
0.25
structure_dollar_per_sqft
0.18
land_dollar_per_sqft
0.13
scaled_lotsizesquarefeet
0.08
lotsizesquarefeet
0.08
size_cluster_2900_to_4000
MISSING:
---
TOP CATEGORIES
0
33,208
91%
1
3,176
9%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
size_cluster_2900_to_4000
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster
0.16
tax_cluster_16000_to_22000
0.11
tax_cluster_30000_to_40000
0.09
sqft_bin
0.08
tax_cluster
0.05
size_cluster_1250_to_1650
0.05
tax_cluster_8500_to_12000
0.04
size_cluster_1500_to_2800
0.04
size_cluster_900_to_1200
0.04
tax_cluster_1000_to_3000
0.04
area_cluster_se_coast
0.03
bedroomcnt
0.03
scaled_bedroomcnt
0.03

THESE FEATURES
GIVE INFORMATION
ON size_cluster_2900_to_4000:
size_cluster
1.00
sqft_bin
0.53
tax_cluster
0.21
bedroomcnt
0.15
scaled_bedroomcnt
0.15
structure_dollar_sqft_bin
0.12
acres_bin
0.10
size_cluster_1250_to_1650
0.09
tax_cluster_1000_to_3000
0.09
area_cluster
0.08
tax_cluster_16000_to_22000
0.07
size_cluster_1500_to_2800
0.07
tax_cluster_8500_to_12000
0.06
size_cluster_900_to_1200
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster_2900_to_4000
CORRELATION RATIO WITH...
calculatedfinishedsquarefeet
0.57
scaled_calculatedfinishedsquarefeet
0.57
scaled_bathroomcnt
0.54
bathroomcnt
0.54
structuretaxvaluedollarcnt
0.48
taxamount
0.40
taxvaluedollarcnt
0.40
bath_bed_ratio
0.36
scaled_bath_bed_ratio
0.36
landtaxvaluedollarcnt
0.29
age_bin
0.27
age
0.27
scaled_age
0.27
yearbuilt
0.27
size_cluster_900_to_1200
MISSING:
---
TOP CATEGORIES
0
29,902
82%
1
6,482
18%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
size_cluster_900_to_1200
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster
0.26
sqft_bin
0.13
size_cluster_1250_to_1650
0.10
size_cluster_1500_to_2800
0.09
bedroomcnt
0.08
scaled_bedroomcnt
0.08
area_cluster_la_older
0.08
size_cluster_1300_to_2000
0.07
size_cluster_1500_to_1900
0.07
size_cluster_2900_to_4000
0.06
area_cluster_se_coast
0.06
size_cluster_2300_to_4400
0.04
area_cluster
0.04

THESE FEATURES
GIVE INFORMATION
ON size_cluster_900_to_1200:
size_cluster
1.00
sqft_bin
0.54
bedroomcnt
0.24
scaled_bedroomcnt
0.24
area_cluster
0.13
size_cluster_1250_to_1650
0.13
size_cluster_1500_to_2800
0.09
area_cluster_la_older
0.08
acres_bin
0.07
tax_cluster
0.06
size_cluster_1300_to_2000
0.06
size_cluster_1500_to_1900
0.06
area_cluster_se_coast
0.05
structure_dollar_sqft_bin
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
size_cluster_900_to_1200
CORRELATION RATIO WITH...
bathroomcnt
0.58
scaled_bathroomcnt
0.58
bath_bed_ratio
0.52
scaled_bath_bed_ratio
0.52
calculatedfinishedsquarefeet
0.43
scaled_calculatedfinishedsquarefeet
0.43
yearbuilt
0.40
age
0.40
scaled_age
0.40
age_bin
0.40
structuretaxvaluedollarcnt
0.26
regionidzip
0.23
taxvaluedollarcnt
0.21
taxamount
0.20
price_cluster_144000_to_355000
MISSING:
---
TOP CATEGORIES
0
23,896
66%
1
12,488
34%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
price_cluster_144000_to_355000
PROVIDES INFORMATION ON...
baseline
1.00
price_cluster
0.58
price_cluster_420000_to_870000
0.46
price_cluster_69000_to_210000
0.16
tax_cluster_8500_to_12000
0.10
structure_dollar_sqft_bin
0.10
price_cluster_45000_to_173000
0.10
tax_cluster_16000_to_22000
0.09
tax_cluster_1000_to_3000
0.09
tax_cluster
0.08
tax_cluster_30000_to_40000
0.08
area_cluster_se_coast
0.06
price_cluster_34000_to_110000
0.06
lot_dollar_sqft_bin
0.05

THESE FEATURES
GIVE INFORMATION
ON price_cluster_144000_to_355000:
price_cluster
1.00
price_cluster_420000_to_870000
0.50
structure_dollar_sqft_bin
0.26
tax_cluster
0.15
lot_dollar_sqft_bin
0.12
tax_cluster_1000_to_3000
0.10
price_cluster_69000_to_210000
0.10
area_cluster
0.07
tax_cluster_8500_to_12000
0.06
area_cluster_se_coast
0.04
size_cluster
0.03
tax_cluster_16000_to_22000
0.03
sqft_bin
0.03
price_cluster_45000_to_173000
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_cluster_144000_to_355000
CORRELATION RATIO WITH...
structure_dollar_per_sqft
0.38
taxamount
0.33
taxvaluedollarcnt
0.32
structuretaxvaluedollarcnt
0.31
landtaxvaluedollarcnt
0.29
land_dollar_per_sqft
0.26
age_bin
0.25
scaled_age
0.25
age
0.25
yearbuilt
0.25
bathroomcnt
0.19
scaled_bathroomcnt
0.19
scaled_bath_bed_ratio
0.17
bath_bed_ratio
0.17
price_cluster_34000_to_110000
MISSING:
---
TOP CATEGORIES
0
36,321
>99%
1
63
<1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
price_cluster_34000_to_110000
PROVIDES INFORMATION ON...
baseline
1.00
price_cluster
0.01
price_cluster_420000_to_870000
0.00
tax_cluster_1000_to_3000
0.00
price_cluster_144000_to_355000
0.00
structure_dollar_sqft_bin
0.00
lot_dollar_sqft_bin
0.00
tax_cluster
0.00
tax_cluster_5000_to_6000
0.00
size_cluster_900_to_1200
0.00
area_cluster_se_coast
0.00
price_cluster_69000_to_210000
0.00
tax_cluster_8500_to_12000
0.00
tax_cluster_16000_to_22000
0.00

THESE FEATURES
GIVE INFORMATION
ON price_cluster_34000_to_110000:
price_cluster
1.00
structure_dollar_sqft_bin
0.15
lot_dollar_sqft_bin
0.11
price_cluster_420000_to_870000
0.09
tax_cluster
0.08
tax_cluster_1000_to_3000
0.08
price_cluster_144000_to_355000
0.06
sqft_bin
0.05
tax_cluster_5000_to_6000
0.04
size_cluster
0.03
area_cluster
0.03
size_cluster_900_to_1200
0.03
area_cluster_se_coast
0.02
fips
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_cluster_34000_to_110000
CORRELATION RATIO WITH...
taxrate
0.53
scaled_taxrate
0.53
structure_dollar_per_sqft
0.04
taxvaluedollarcnt
0.03
landtaxvaluedollarcnt
0.03
structuretaxvaluedollarcnt
0.03
land_dollar_per_sqft
0.03
bathroomcnt
0.02
scaled_bathroomcnt
0.02
scaled_calculatedfinishedsquarefeet
0.02
calculatedfinishedsquarefeet
0.02
age
0.02
scaled_age
0.02
yearbuilt
0.02
price_cluster_420000_to_870000
MISSING:
---
TOP CATEGORIES
0
18,523
51%
1
17,861
49%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
price_cluster_420000_to_870000
PROVIDES INFORMATION ON...
baseline
1.00
price_cluster
0.63
price_cluster_144000_to_355000
0.50
tax_cluster_1000_to_3000
0.35
price_cluster_69000_to_210000
0.26
tax_cluster
0.22
tax_cluster_8500_to_12000
0.18
structure_dollar_sqft_bin
0.17
tax_cluster_16000_to_22000
0.16
price_cluster_45000_to_173000
0.15
lot_dollar_sqft_bin
0.15
tax_cluster_30000_to_40000
0.13
area_cluster_palmdale_landcaster
0.12
area_cluster_se_coast
0.12

THESE FEATURES
GIVE INFORMATION
ON price_cluster_420000_to_870000:
price_cluster
1.00
price_cluster_144000_to_355000
0.46
structure_dollar_sqft_bin
0.43
tax_cluster
0.39
lot_dollar_sqft_bin
0.35
tax_cluster_1000_to_3000
0.34
area_cluster
0.15
price_cluster_69000_to_210000
0.15
tax_cluster_8500_to_12000
0.11
area_cluster_se_coast
0.07
size_cluster
0.06
tax_cluster_5000_to_6000
0.06
sqft_bin
0.05
area_cluster_palmdale_landcaster
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_cluster_420000_to_870000
CORRELATION RATIO WITH...
structure_dollar_per_sqft
0.56
taxvaluedollarcnt
0.53
landtaxvaluedollarcnt
0.49
taxamount
0.48
structuretaxvaluedollarcnt
0.44
scaled_taxrate
0.44
taxrate
0.44
land_dollar_per_sqft
0.43
scaled_bathroomcnt
0.27
bathroomcnt
0.27
scaled_calculatedfinishedsquarefeet
0.26
calculatedfinishedsquarefeet
0.26
scaled_bath_bed_ratio
0.24
bath_bed_ratio
0.24
price_cluster_45000_to_173000
MISSING:
---
TOP CATEGORIES
0
35,307
97%
1
1,077
3%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
price_cluster_45000_to_173000
PROVIDES INFORMATION ON...
baseline
1.00
price_cluster
0.12
area_cluster_palmdale_landcaster
0.04
price_cluster_420000_to_870000
0.03
tax_cluster_1000_to_3000
0.02
price_cluster_144000_to_355000
0.02
lot_dollar_sqft_bin
0.02
tax_cluster
0.01
price_cluster_69000_to_210000
0.01
structure_dollar_sqft_bin
0.01
tax_cluster_5000_to_6000
0.01
tax_cluster_8500_to_12000
0.01
area_cluster
0.01
area_cluster_se_coast
0.01

THESE FEATURES
GIVE INFORMATION
ON price_cluster_45000_to_173000:
price_cluster
1.00
lot_dollar_sqft_bin
0.18
price_cluster_420000_to_870000
0.15
structure_dollar_sqft_bin
0.14
tax_cluster
0.12
tax_cluster_1000_to_3000
0.12
area_cluster
0.11
price_cluster_144000_to_355000
0.10
area_cluster_palmdale_landcaster
0.08
tax_cluster_5000_to_6000
0.05
sqft_bin
0.04
fips
0.04
regionidcounty
0.04
county
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_cluster_45000_to_173000
CORRELATION RATIO WITH...
taxrate
0.56
scaled_taxrate
0.56
structure_dollar_per_sqft
0.14
latitude
0.13
scaled_latitude
0.13
taxvaluedollarcnt
0.13
landtaxvaluedollarcnt
0.12
land_dollar_per_sqft
0.10
structuretaxvaluedollarcnt
0.10
bathroomcnt
0.08
scaled_bathroomcnt
0.08
calculatedfinishedsquarefeet
0.08
scaled_calculatedfinishedsquarefeet
0.08
taxamount
0.08
price_cluster_69000_to_210000
MISSING:
---
TOP CATEGORIES
0
31,489
87%
1
4,895
13%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
price_cluster_69000_to_210000
PROVIDES INFORMATION ON...
baseline
1.00
price_cluster
0.36
area_cluster_palmdale_landcaster
0.17
price_cluster_420000_to_870000
0.15
tax_cluster_1000_to_3000
0.11
price_cluster_144000_to_355000
0.10
tax_cluster
0.06
lot_dollar_sqft_bin
0.06
tax_cluster_5000_to_6000
0.06
area_cluster
0.04
price_cluster_45000_to_173000
0.03
tax_cluster_8500_to_12000
0.03
tax_cluster_16000_to_22000
0.03
cola
0.03

THESE FEATURES
GIVE INFORMATION
ON price_cluster_69000_to_210000:
price_cluster
1.00
price_cluster_420000_to_870000
0.26
lot_dollar_sqft_bin
0.24
tax_cluster
0.20
tax_cluster_1000_to_3000
0.20
area_cluster
0.17
price_cluster_144000_to_355000
0.16
area_cluster_palmdale_landcaster
0.12
structure_dollar_sqft_bin
0.10
tax_cluster_5000_to_6000
0.09
cola
0.04
tax_cluster_8500_to_12000
0.03
fips
0.03
regionidcounty
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
price_cluster_69000_to_210000
CORRELATION RATIO WITH...
taxrate
0.42
scaled_taxrate
0.42
landtaxvaluedollarcnt
0.26
taxvaluedollarcnt
0.25
latitude
0.23
scaled_latitude
0.23
land_dollar_per_sqft
0.22
structure_dollar_per_sqft
0.21
taxamount
0.21
structuretaxvaluedollarcnt
0.16
regionidzip
0.14
scaled_calculatedfinishedsquarefeet
0.11
calculatedfinishedsquarefeet
0.11
parcelid
0.10
tax_cluster_1000_to_3000
MISSING:
---
TOP CATEGORIES
0
20,704
57%
1
15,680
43%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tax_cluster_1000_to_3000
PROVIDES INFORMATION ON...
baseline
1.00
tax_cluster
0.56
tax_cluster_5000_to_6000
0.43
price_cluster_420000_to_870000
0.34
price_cluster
0.23
tax_cluster_8500_to_12000
0.22
price_cluster_69000_to_210000
0.20
lot_dollar_sqft_bin
0.19
tax_cluster_16000_to_22000
0.14
price_cluster_45000_to_173000
0.12
tax_cluster_30000_to_40000
0.11
area_cluster_palmdale_landcaster
0.10
structure_dollar_sqft_bin
0.10
price_cluster_144000_to_355000
0.10

THESE FEATURES
GIVE INFORMATION
ON tax_cluster_1000_to_3000:
tax_cluster
1.00
lot_dollar_sqft_bin
0.45
tax_cluster_5000_to_6000
0.41
price_cluster
0.37
price_cluster_420000_to_870000
0.35
structure_dollar_sqft_bin
0.26
tax_cluster_8500_to_12000
0.14
price_cluster_69000_to_210000
0.11
sqft_bin
0.10
price_cluster_144000_to_355000
0.09
area_cluster
0.09
size_cluster
0.09
area_cluster_palmdale_landcaster
0.04
area_cluster_se_coast
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tax_cluster_1000_to_3000
CORRELATION RATIO WITH...
taxvaluedollarcnt
0.56
landtaxvaluedollarcnt
0.56
taxamount
0.55
structure_dollar_per_sqft
0.46
land_dollar_per_sqft
0.43
structuretaxvaluedollarcnt
0.43
taxrate
0.40
scaled_taxrate
0.40
calculatedfinishedsquarefeet
0.34
scaled_calculatedfinishedsquarefeet
0.34
bathroomcnt
0.32
scaled_bathroomcnt
0.32
scaled_bath_bed_ratio
0.23
bath_bed_ratio
0.23
tax_cluster_16000_to_22000
MISSING:
---
TOP CATEGORIES
0
34,655
95%
1
1,729
5%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tax_cluster_16000_to_22000
PROVIDES INFORMATION ON...
baseline
1.00
tax_cluster
0.16
size_cluster_2900_to_4000
0.07
size_cluster_2300_to_4400
0.06
price_cluster_420000_to_870000
0.04
tax_cluster_1000_to_3000
0.04
tax_cluster_5000_to_6000
0.03
structure_dollar_sqft_bin
0.03
price_cluster_144000_to_355000
0.03
price_cluster
0.03
lot_dollar_sqft_bin
0.02
sqft_bin
0.02
size_cluster
0.02
tax_cluster_8500_to_12000
0.02

THESE FEATURES
GIVE INFORMATION
ON tax_cluster_16000_to_22000:
tax_cluster
1.00
structure_dollar_sqft_bin
0.26
sqft_bin
0.22
lot_dollar_sqft_bin
0.21
size_cluster
0.20
price_cluster
0.16
price_cluster_420000_to_870000
0.16
tax_cluster_1000_to_3000
0.14
size_cluster_2900_to_4000
0.11
tax_cluster_5000_to_6000
0.11
price_cluster_144000_to_355000
0.09
acres_bin
0.06
area_cluster
0.05
bedroomcnt
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tax_cluster_16000_to_22000
CORRELATION RATIO WITH...
taxvaluedollarcnt
0.52
taxamount
0.51
landtaxvaluedollarcnt
0.49
structuretaxvaluedollarcnt
0.43
calculatedfinishedsquarefeet
0.35
scaled_calculatedfinishedsquarefeet
0.35
structure_dollar_per_sqft
0.34
land_dollar_per_sqft
0.31
scaled_bathroomcnt
0.30
bathroomcnt
0.30
bath_bed_ratio
0.22
scaled_bath_bed_ratio
0.22
taxrate
0.10
scaled_taxrate
0.10
tax_cluster_30000_to_40000
MISSING:
---
TOP CATEGORIES
0
35,874
99%
1
510
1%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tax_cluster_30000_to_40000
PROVIDES INFORMATION ON...
baseline
1.00
size_cluster_2300_to_4400
0.08
tax_cluster
0.06
size_cluster_2900_to_4000
0.02
structure_dollar_sqft_bin
0.01
price_cluster_420000_to_870000
0.01
lot_dollar_sqft_bin
0.01
tax_cluster_1000_to_3000
0.01
sqft_bin
0.01
size_cluster
0.01
tax_cluster_5000_to_6000
0.01
price_cluster_144000_to_355000
0.01
price_cluster
0.01
tax_cluster_8500_to_12000
0.01

THESE FEATURES
GIVE INFORMATION
ON tax_cluster_30000_to_40000:
tax_cluster
1.00
structure_dollar_sqft_bin
0.35
sqft_bin
0.30
lot_dollar_sqft_bin
0.28
size_cluster
0.27
price_cluster
0.13
price_cluster_420000_to_870000
0.13
size_cluster_2300_to_4400
0.12
tax_cluster_1000_to_3000
0.11
acres_bin
0.09
size_cluster_2900_to_4000
0.09
tax_cluster_5000_to_6000
0.09
bedroomcnt
0.08
scaled_bedroomcnt
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tax_cluster_30000_to_40000
CORRELATION RATIO WITH...
taxvaluedollarcnt
0.63
taxamount
0.62
landtaxvaluedollarcnt
0.61
structuretaxvaluedollarcnt
0.49
land_dollar_per_sqft
0.35
structure_dollar_per_sqft
0.33
calculatedfinishedsquarefeet
0.30
scaled_calculatedfinishedsquarefeet
0.30
bathroomcnt
0.26
scaled_bathroomcnt
0.26
scaled_bath_bed_ratio
0.19
bath_bed_ratio
0.19
scaled_lotsizesquarefeet
0.08
acres
0.08
tax_cluster_5000_to_6000
MISSING:
---
TOP CATEGORIES
0
23,343
64%
1
13,041
36%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tax_cluster_5000_to_6000
PROVIDES INFORMATION ON...
baseline
1.00
tax_cluster
0.54
tax_cluster_1000_to_3000
0.41
tax_cluster_8500_to_12000
0.17
tax_cluster_16000_to_22000
0.11
price_cluster_69000_to_210000
0.09
tax_cluster_30000_to_40000
0.09
lot_dollar_sqft_bin
0.08
price_cluster_420000_to_870000
0.06
price_cluster
0.06
price_cluster_45000_to_173000
0.05
price_cluster_34000_to_110000
0.04
area_cluster_palmdale_landcaster
0.04
structure_dollar_sqft_bin
0.04

THESE FEATURES
GIVE INFORMATION
ON tax_cluster_5000_to_6000:
tax_cluster
1.00
tax_cluster_1000_to_3000
0.43
lot_dollar_sqft_bin
0.20
tax_cluster_8500_to_12000
0.11
structure_dollar_sqft_bin
0.10
price_cluster
0.09
price_cluster_420000_to_870000
0.06
price_cluster_69000_to_210000
0.06
tax_cluster_16000_to_22000
0.03
area_cluster
0.02
sqft_bin
0.02
size_cluster
0.02
area_cluster_palmdale_landcaster
0.02
tax_cluster_30000_to_40000
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tax_cluster_5000_to_6000
CORRELATION RATIO WITH...
taxrate
0.22
scaled_taxrate
0.22
scaled_calculatedfinishedsquarefeet
0.09
calculatedfinishedsquarefeet
0.09
parcelid
0.09
scaled_latitude
0.07
latitude
0.07
structure_dollar_per_sqft
0.07
structuretaxvaluedollarcnt
0.06
scaled_bathroomcnt
0.06
bathroomcnt
0.06
land_dollar_per_sqft
0.05
scaled_lotsizesquarefeet
0.05
lotsizesquarefeet
0.05
tax_cluster_8500_to_12000
MISSING:
---
TOP CATEGORIES
0
30,960
85%
1
5,424
15%
ALL
36,384
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tax_cluster_8500_to_12000
PROVIDES INFORMATION ON...
baseline
1.00
tax_cluster
0.35
tax_cluster_1000_to_3000
0.14
tax_cluster_5000_to_6000
0.11
price_cluster_420000_to_870000
0.11
price_cluster
0.07
price_cluster_144000_to_355000
0.06
size_cluster_2900_to_4000
0.06
lot_dollar_sqft_bin
0.05
area_cluster_se_coast
0.04
tax_cluster_16000_to_22000
0.04
price_cluster_69000_to_210000
0.03
tax_cluster_30000_to_40000
0.03
structure_dollar_sqft_bin
0.03

THESE FEATURES
GIVE INFORMATION
ON tax_cluster_8500_to_12000:
tax_cluster
1.00
tax_cluster_1000_to_3000
0.22
price_cluster
0.18
price_cluster_420000_to_870000
0.18
lot_dollar_sqft_bin
0.18
tax_cluster_5000_to_6000
0.17
sqft_bin
0.14
structure_dollar_sqft_bin
0.13
size_cluster
0.12
price_cluster_144000_to_355000
0.10
area_cluster
0.07
size_cluster_2900_to_4000
0.04
area_cluster_se_coast
0.04
size_cluster_900_to_1200
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tax_cluster_8500_to_12000
CORRELATION RATIO WITH...
taxvaluedollarcnt
0.32
taxamount
0.31
landtaxvaluedollarcnt
0.31
scaled_calculatedfinishedsquarefeet
0.30
calculatedfinishedsquarefeet
0.30
structuretaxvaluedollarcnt
0.26
scaled_bathroomcnt
0.26
bathroomcnt
0.26
structure_dollar_per_sqft
0.23
land_dollar_per_sqft
0.23
scaled_bath_bed_ratio
0.19
bath_bed_ratio
0.19
scaled_taxrate
0.18
taxrate
0.18